Failed clusters · Opportunity Engine

Clusters whose generated opportunity failed the Manifesto gate. The raw signals + fail reasons are shown so good clusters killed by bad memos remain auditable. The failed memo text itself is not displayed here.

SaaS building challenges and discovery 8-6f8281 · 21 signals · cold 2026-05-29T06:36

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (21)

Source	Title
reddit_saas	How do you find leads in niche?
reddit_saas	Nobody talks about how mentally brutal SaaS actually is
reddit_saas	How to solve the 'death by a thousand integrations' problem
reddit_saas	How Can I Build A SaaS With no coding experience?
reddit_saas	What's your current approach for searching and validating new SaaS ideas?
reddit_saas	What was the biggest time-waster you experienced while building a SaaS project that you didn't expect?
reddit_saas	Can I create any SaaS using my phone and tab?
reddit_saas	How niche is too niche for Saas?
reddit_saas	Future of any Saas
reddit_saas	How well do Game VPS SaaS Companies perform in their first year? What are some of the do's and don'ts?
reddit_saas	man in tech
reddit_saas	Why SaaS tools that looks simple becomes complicated after few months
reddit_saas	Saas UI
reddit_saas	Do I need UI/UX design skills to build a SaaS?
reddit_saas	How to find a very specific niche to build a microsaas for?
reddit_saas	Can I create a SaaS model fully from AI?
reddit_saas	SaaS
reddit_saas	what's the biggest hidden cost in running a saas that nobody talks about
reddit_saas	Vertical SaaS vs Horizontal SaaS
reddit_saas	How do you go on to find a new pain to solve ?
reddit_saas	I am 17 and want to build a saas product

Systems performance, safety, low-level languages 8-ac04df · 21 signals · cold 2026-05-29T06:36

Failed at: verifier Filters that disagreed:

Distribution reachable
Ship 1-6mo
Provider displacement <50%

Raw signals (21)

Source	Title
hn_new	Signex: AI-first EDA, KiCad-compatible schematic and PCB editor built in Rust
hn_new	My Thoughts on Bun's Rust Rewrite
hn_new	Bun Audit: Add UB-exorcism audit workspace and executive guide
hn_new	Mojo: SIMD
hn_new	Abseil Common Libraries (C++)
hn_new	Base64 encoding and decoding at almost the speed of a memory copy
hn_new	Add –implementation-language flag to Bun
hn_front	Accelerate – Embedded language for high-performance array computations
hn_new	Sequence Points (2010)
hn_new	APL Performance
hn_new	Loop Fission and Fusion
hn_new	Profunctor Equipment in Haskell
hn_front	Accelerate
hn_new	Performance in BQN versus C
hn_front	Bun Rust rewrite: "codebase fails basic miri checks, allows for UB in safe rust"
hn_new	Fix pathological performance in trait solver
hn_new	5× faster fast_blur in image-rs
hn_new	Burn-ONNX 0.21: Build-time ONNX import for Rust ML
hn_new	Anthropic's Bun Rust rewrite merged at speed of AI
hn_new	Refactor: Reduce usage of unsafe across Bun Rust codebase ;)
hn_front	LLM Policy for Rust Compiler

AI agents, runtimes, lean inference 8-93594a · 34 signals · cold 2026-05-29T06:35

Failed at: verifier Filters that disagreed:

Real pain
Ship 1-6mo
Scalable revenue
Provider displacement <50%

Raw signals (34)

Source	Title
hn_new	Show HN: Pdf2md – 10MB Rust PDF-to-Markdown Tool with a Free API
hn_new	AnyFrame – Sandboxes for Your AI Agents
hn_new	Show HN: AnyFrame – Sandboxes for AI Agents
hn_new	What's inside an AI agent: a 300~ LoC ReAct loop
hn_new	Show HN: Cheap-IM – CPU-only voice agent approximating Thinking Machines' demo
hn_new	Show HN: A Pure-Python Computer Vision Library That's Fast and Minimal
hn_new	Use your Grok subscription in Hermes agent
hn_new	Show HN: GPT-2 inference in pure C#, 0 bytes allocated per token
hn_new	Human-Like Document AI
hn_new	The LLM Fine-Tuning Guide
hn_new	Show HN: Forecasting my backyard weather with a 22M time-series model
hn_front	Agentic Trading with Safe Guardrails
hn_new	Llama.cpp b9180: MTP support landed
hn_new	Zhengkid/AutoTTS: Agentic Discovery for Test-Time Scaling
hn_new	A compact coding agent written in pure C, syscall tools, memory, pi-style TUI
hn_new	We built a zero-telemetry Native Rust AI engine. (Ghost Lock included)
hn_front	Zerostack – A Unix-inspired coding agent written in pure Rust
hn_front	SANA-WM, a 2.6B open-source world model for 1-minute 720p video
hn_front	Δ-Mem: Efficient Online Memory for Large Language Models
hn_new	We Built SynapseKit: The Truth About Production LLM Frameworks
hn_new	Show HN: AI/ML benchmark for local LLM inference and XGBoost training on GPU/CPU
hn_new	Goodbye Travel Agents, Hello AI Agents
hn_new	InclusionAI/Ring-2.6-1T is now open-sourced
hn_new	Asynchronicity in Continuous Batching
hn_new	Agent Harness Engineering
hn_front	Orthrus-Qwen3: up to 7.8×tokens/forward on Qwen3, identical output distribution
hn_new	Show HN: Nexa-Gauge – LLM eval framework, now with self-hosted model support
hn_new	Block AI coding agents from shipping insecure/expensive Terraform
hn_front	Image-blaster: Creates 3D environments, SFX, and meshes from a single image
hn_new	Liquid AI releases fine-tuning harness for AI agents
hn_new	Should we chaos test our agents?
hn_new	Managed agents are the new Lambda
hn_front	UK sovereign LLM inference
hn_front	Show HN: Find the best local LLM for your hardware, ranked by benchmarks

AI intelligence, cognition, enterprise disruption signals 8-b24512 · 38 signals · cold 2026-05-29T06:35

Failed at: verifier Filters that disagreed:

Distribution reachable

Raw signals (38)

Source	Title
hn_new	AI May, Paradoxically, Increase Demand for Higher Ed
hn_new	How to Work and Compound with AI
hn_new	Hubris of Timing: Why being right abt the future isnt enough to capitalize on it
hn_new	The LLM Looked Smart. The Metrics Disagreed
hn_new	Return on Intelligence, Part 1: Echoes
hn_new	Autoregressive next token prediction and KV Cache in transformers
hn_front	AI subscriptions are a ticking time bomb for enterprise
hn_new	AI is everywhere. Deep study still worth it? No idea, but I will try
hn_new	KV Cache Is Becoming the Memory Hierarchy of Inference
hn_new	(VBS-NN) ML – 512k context length pre-training on a 12GB GPU
hn_new	Stochastic Flocks and the Critical Problem of 'Useful' AI
hn_new	AsymFlow: Turning Latent Diffusion Models into Pixel-Space Generators
hn_new	MatterSim-MT: A multi-task foundation model for materials characterization
hn_new	Apple Silicon costs more than OpenRouter
hn_new	Every AI Subscription Is a Ticking Time Bomb for Enterprise
hn_new	Palantir's SaaS is dead claim is a warning shot for founders
hn_new	Gaussian Splatting for Dummies
hn_new	LLMs and the Epistemic Apocalypse
hn_new	Self-Distillation Enables Continual Learning [PDF]
hn_new	Braids and Dynamics Frontiers in Theory and Modelling with Scarce Data
hn_new	"Deep Generative Modeling": Introductory Examples
hn_new	The Futility of Lava Lamps: What Random Means
hn_new	Distance Marching for Generative Modeling
hn_new	In Defense of Software Businesses
hn_new	Research develops a redistricting model that optimizes political fairness (2022)
hn_new	World models, AGI and the hard problems of life–mind continuity
hn_new	With Its IPO Done, Cerebras Can Get Back to Pushing the AI Envelope
hn_new	A primer on how large language model works
hn_new	FutureSim: Replaying World Events to Evaluate Adaptive Agents
hn_new	What Sudoku Reveals About AI Reasoning Architectures and the Future
hn_new	What Is JEPA? Joint Embedding Predictive Architecture Framework Prediction
hn_new	Recent Developments in LLM Architectures: KV Sharing, MHC, Compressed Attention
hn_new	The Japanese companies minting money from AI
hn_new	Anthropic Raising $30B More as AI Labs Absorb Majority of VC Funding
hn_front	Too dangerous or just too expensive? The real reason Anthropic is hiding Mythos
hn_new	Where's Ed: Anthropic Told Court $5B but Public $19B
hn_new	Cerebras risked dinner plate-sized AI accelerators. Today it's worth $66B
hn_front	Access to frontier AI will soon be limited by economic and security constraints

Agentic LLM safety, alignment, behavior 8-7ba18e · 40 signals · cold 2026-05-29T06:35

Failed at: verifier Filters that disagreed:

Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (40)

Source	Title
arxiv_cslg	AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices
arxiv_cslg	TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination
arxiv_cslg	Quantization Undoes Alignment: Bias Emergence in Compressed LLMs Across Models and Precision Levels
arxiv_cslg	Reducing the Safety Tax in LLM Safety Alignment with On-Policy Self-Distillation
arxiv_cslg	GQLA: Group-Query Latent Attention for Hardware-Adaptive Large Language Model Decoding
arxiv_cslg	Position: Ideas Should be the Center of Machine Learning Research
arxiv_cslg	Training on Documents About Monitoring Leads to CoT Obfuscation
arxiv_csai	DeepSlide: From Artifacts to Presentation Delivery
arxiv_csai	SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch
arxiv_csai	Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations
arxiv_csai	SkillSmith: Compiling Agent Skills into Boundary-Guided Runtime Interfaces
arxiv_csai	Fair outputs, Biased Internals: Causal Potency and Asymmetry of Latent Bias in LLMs for High-Stakes Decisions
arxiv_csai	CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation
arxiv_csai	NOVA: Fundamental Limits of Knowledge Discovery Through AI
arxiv_csai	ICRL: Learning to Internalize Self-Critique with Reinforcement Learning
arxiv_csai	NIMO Controller: a self-driving laboratory orchestrator based on the Model Context Protocol
arxiv_csai	Verifiable Agentic Infrastructure: Proof-Derived Authorization for Sovereign AI Systems
arxiv_csai	Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution
arxiv_csai	SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution
arxiv_csai	Context Pruning for Coding Agents via Multi-Rubric Latent Reasoning
arxiv_csai	Zero-Shot Goal Recognition with Large Language Models
arxiv_csai	Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation
arxiv_csai	GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration
arxiv_csai	A Two-Dimensional Framework for AI Agent Design Patterns: Cognitive Function and Execution Topology
arxiv_csai	Invisible Orchestrators Suppress Protective Behavior and Dissociate Power-Holders: Safety Risks in Multi-Agent LLM Systems
arxiv_csai	PREPING: Building Agent Memory without Tasks
arxiv_csai	PolitNuggets: Benchmarking Agentic Discovery of Long-Tail Political Facts
arxiv_csai	Sheaf-Theoretic Transport and Obstruction for Detecting Scientific Theory Shift in AI Agents
arxiv_csai	From Descriptive to Prescriptive: Uncover the Social Value Alignment of LLM-based Agents
arxiv_csai	Enhanced and Efficient Reasoning in Large Learning Models
arxiv_csai	Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use
arxiv_csai	Bridging Legal Interpretation and Formal Logic: Faithfulness, Assumption, and the Future of AI Legal Reasoning
arxiv_csai	SPIN: Structural LLM Planning via Iterative Navigation for Industrial Tasks
arxiv_csai	Bad Seeing or Bad Thinking? Rewarding Perception for Vision-Language Reasoning
arxiv_cslg	Beyond Mode-Seeking RL: Trajectory-Balance Post-Training for Diffusion Language Models
arxiv_cslg	Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning
arxiv_cslg	EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
arxiv_cslg	EMA: Efficient Model Adaptation for Learning-based Systems
arxiv_cslg	Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction
arxiv_cslg	Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines

DIY tools, niche languages, self-hosting 8-6aea25 · 42 signals · cold 2026-05-29T06:35

Failed at: verifier Filters that disagreed:

Real pain
Scalable revenue
Provider displacement <50%

Raw signals (42)

Source	Title
hn_new	Show HN: Track 10x bathroom tile developer status across code forges with Hugo
hn_new	Zero, a systems language for small native agent tools
hn_new	Show HN: HypergraphZ – directed hypergraph library in Zig with Python bindings
hn_new	Continuous Modeling, or What Happens to the Model on Tuesday?
hn_new	RapidFire Lite – Zero-dependency API load tester in pure Python
hn_new	Show HN: Proper, a Rails-shaped Python web framework
hn_new	I turned a $80 RK3562 Android tablet into a Debian Linux workstation
hn_new	Nim-Presto – REST API Framework for Nim Language
hn_new	Monero Stats: An aggregate of payment data by businesses that accept Monero
hn_front	Show HN: Rocksky – Music scrobbling and discovery on the AT Protocol
hn_new	Forgejo is a self-hosted lightweight software forge
hn_new	PyTrace - Time Travel Debugger for Python
hn_new	DroidDesk: Turns Android Phone into Linux Desktop
hn_new	Triad – a dynamic, scriptable window manager for the River Wayland compositor
hn_new	Kaiku – Free FM Synthesizer – VST3 – Linux / macOS / Windows
hn_new	Frink – programming language designed to make physical calculations simple
hn_new	Bluesky Radio – Hosted by Opus 4.7
hn_new	Ruby-charts: Generate pie, bar, and line charts from data files
hn_new	iOS-Linuxkit: Linux on iPad, the Hard Way
hn_new	Java Virtual Machine for Dotnet
hn_new	iOS-linuxkit: Optimized ish-ARM64 fork to provide a Linux userland to iOS apps
hn_new	Daino: Daino is a static site generator (SSG) using shake and pandoc
hn_new	Jjw: A Workspace Manager for Jj
hn_new	Show HN: New release of jd-GUI-duo 2.0.112 is out
hn_new	SymPy – a Python library for symbolic mathematics
hn_new	So you want Slowly Changing Dimension? (2023)
hn_new	The Evolution of Team Appwrite
hn_new	Two computers, one monitor, zero fiddling – Alex Plescan
hn_new	The IndieWeb Is Wonderfully Dionysian
hn_new	Shell RT
hn_new	Wine 11.9 – Run Windows Applications on Linux, BSD, Solaris and macOS
hn_new	Mustela – A static site generator born from forensic family analysis
hn_new	Ugetty: A modern, lightweight, multi-protocol Getty
hn_new	How does Flathub even work? The CDN and caching layer
hn_new	Vjekoslav KrajačIć – File Pilot: Inside the Engine – BSC 2025 [video]
hn_front	Radicle: Sovereign {code forge} built on Git
hn_front	NanoTDB – Golang Append-Only Time Series DB
hn_new	Kog AI – Building a Real-Time Inference Stack on AMD Instinct GPUs [video]
hn_new	A Technical Deep Dive into the New Raycast
hn_new	UUID vs. NanoID – ID Generation Compared
hn_new	Slopsmith: A Self-Hosted Rocksmith Alternative That Runs in Docker
hn_front	Coldkey – Post-quantum age key generation and paper backup tool

AI trust and labor anxiety 8-6ab6e2 · 47 signals · cold 2026-05-29T06:35

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (47)

Source	Title
hn_new	Ex-Google CEO Eric Schmidt Fails to Read Room on AI, Gets Booed into Oblivion
hn_front	Most Americans don't trust AI – or the people in charge of it (2025)
hn_new	Most Americans don't trust AI – or the people in charge of it
hn_new	ArXiv will ban authors for a year if they let AI do all the work
hn_new	The Four Horsemen of the LLM Apocalypse
hn_new	Rethinking the Luddites in the Age of AI
hn_new	Microsoft AI chief gives 18 months for whitecollar work to be automated by AI
hn_new	AI is a technology not a product
hn_new	I don't think AI will make your processes go faster
hn_new	I use LLMs as a staff engineer in 2026
hn_new	What we learned from a cringey courtroom drama between Elon Musk and Sam Altman
hn_new	Musk vs. Altman week 3: Elon Musk and Sam Altman traded blows over each other's
hn_new	The US Is Using AI to Hunt Down Insider Trading on Polymarket
hn_new	AI-generated code is 'pain waiting to happen'
hn_new	Inter-Dicasterial Commission on Artificial Intelligence
hn_new	ArXiv will ban submitters of AI-generated slop for one year
hn_new	Anthropic's Mythos helped find macOS bugs that bypass Apple security
hn_new	AI research papers are getting better, and it's a big problem for scientists
hn_new	AI Agents Are Tools, Not Replacements
hn_new	Redux maintainer's thoughts on AI
hn_new	Britain's latest civil servant is a chatbot trained on Gov.uk misery
hn_new	What rebuilding AlphaGo teaches us about self-play, RL, and future of LLMs [video]
hn_new	The sperm whale 'phonetic alphabet' revealed by AI
hn_front	Setting up an AI-native organization
hn_new	AI could put people off tech jobs and hurt the economy, warns Raspberry Pi boss
hn_new	$2B Conflict: Sam Altman "Side Hustles" Are Now Center of a Legal Warzone
hn_new	The Download: deepfake porn's stolen bodies and AI sharing private numbers
hn_new	Overworked AI Agents Turn Marxist, Researchers Find
hn_new	What we should be afraid of in AI (2021)
hn_new	AI for the Real World: A Conversation with Yann LeCun
hn_front	I believe there are entire companies right now under AI psychosis
hn_new	AI Skeptic: This Business Makes No Sense [video]
hn_new	Why Casey Muratori avoids AI [video]
hn_front	Mitchellh – I strongly believe there are entire companies now under AI psychosis
hn_new	Greg Brockman Officially Takes Control of OpenAI's Products in Latest Shakeup
hn_new	Peter Norvig Joins $4B Effort to Build Self-Improving AI at 'Recursive'
hn_new	Doctor's AI notetaker may be making things up, Ontario audit finds
hn_new	UCF Commencement Speaker Draws Boos After A.I. Remarks
hn_front	Amazon workers under pressure to up their AI usage are making up tasks
hn_new	UK firms should take steps to limit risks from frontier AI models, UK says
hn_new	Worried About AI? Here, Have Some AI
hn_front	Amazon workers under pressure to up their AI usage–so they're making up tasks
hn_new	DRY and Solid Are More Important Than Ever in the Age of AI
hn_new	Overworked AI Agents Turn Marxist, Researchers Find
hn_new	2028: Two scenarios for global AI leadership
hn_new	Establishing AI and data sovereignty in the age of autonomous systems
hn_new	AI that improves itself indefinitely

AI-native developer tooling ecosystem emerges 8-50ca16 · 50 signals · cold 2026-05-29T06:35

Failed at: verifier Filters that disagreed:

Real pain
Scalable revenue
Provider displacement <50%

Raw signals (50)

Source	Title
hn_new	Neovim sweetspot between trad coding and AI coding
hn_new	Terms of (Ab)Use: An Analysis of GenAI Services [pdf]
hn_new	pocket – A dead-simple file clipboard for your terminal
hn_new	How to use codex to get the most out of it
hn_new	Skilled – a CLI and TUI to inspect skill usage by your coding agents
hn_new	Quit: A Human-in-the-Loop Platform for AI Research Automation
hn_new	A chat-less interface to collaborate with LLM agents directly from your files
hn_new	LocalLightChat – New AI Chat UI that handles 500k tokens on a 15 year old laptop
hn_new	Kaiden: Workstation AI Sandbox Desktop Application
hn_new	Team-memory – your team's shared brain, auto-built from Claude Code CLI or UI
hn_new	AI Playground – Let AI agents play safely
hn_new	Quack: A TUI for managing and cancelling active OpenCode sessions
hn_new	Paid HTTP APIs that AI agents auto-pay per-call (x402 and USDC)
hn_new	Ane: CLI editor that uses LSPs to let agents explore/edit code with fewer tokens
hn_new	AI Memory Reader – Native macOS app for browsing Claude Code memory files
hn_front	I tried to make Claude make me money on open-source bounties
hn_new	Annota – A local-first, E2EE note app with BYOK AI
hn_new	LocalVibe – Pure-Rust local AI stack with MCP, in one binary (Apple Silicon)
hn_new	Show HN: Strava for AI coding – analytics on your Copilot/Claude/Codex usage
hn_new	Show HN: Agenda Intel MD – schemas and CLI to audit LLM strategic-risk briefs
hn_new	NeuroAPI – AI for Finance
hn_new	How Claude Code works in large codebases – breakdown
hn_new	Agent Behavioral Contracts
hn_new	It's set up, not setup: Scraping GitHub for grammar errors
hn_new	Ascetic Computing
hn_new	A Single Neuron Is Sufficient to Bypass Safety Alignment in LLMs
hn_new	Manubot – Manuscripts, Open and Automated
hn_new	Axiomind: Compiles Daily Notes into Axioms
hn_new	N8n-MCP: AI assistants can now search and build n8n workflows
hn_new	The Whitepaper Thunderdome: HAGE vs. Storage Is Not Memory
hn_new	The Fragmented Simulation Hypothesis:A computational modelfor why DéjàVu happens
hn_new	Best practices for computer and browser use with Claude
hn_new	A live hantavirus outbreak tracker auto-curated by Claude
hn_new	Universal file converter, one handlers table
hn_new	Agentic Memory – The Follow Up
hn_new	AWS found bugs in 60% of requirements. Its fix is 50-year-old logic engine
hn_new	Production Is a Compiler Input
hn_new	Used to manage a collection of AI workflows for a single vertical domain – Wasup
hn_new	Programming Z3
hn_new	Comments Are More Important Than Code–Jef Raskin (2005)
hn_new	MyAi – Decentralized inference with on-chain payouts (Base)
hn_new	FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale
hn_new	Show HN: Claude64, a Commodore 64 client for Claude
hn_new	Mathlib Initiative: Roadmap
hn_new	Hitchhiker's Guide to Logical Verification (2023 Edition)
hn_new	Ten Red Flags to Investigate When Evaluating AI Pentesting Vendors
hn_new	Negation Neglect: When models fail to learn negations in training
hn_new	Exploitbench
hn_new	AI Agents Modulate Their Language When Framed as Being Watched
hn_front	How Claude Code works in large codebases

Genetics, evolution, observation redefining life's boundaries 5-9dff27 · 8 signals · cold 2026-05-29T06:34

Failed at: verifier Filters that disagreed:

Solo-accessible
Real pain
Distribution reachable
Ship 1-6mo
Scalable revenue

Raw signals (8)

Source	Title
hn_new	Mirror Life's Doomsday Potential
hn_new	SED_Model – Observation <-> Theory Machine
hn_new	Why autism pioneer Uta Frith wants to dismantle the spectrum
hn_front	Heritability of human life span is ~50% when heritability is redefined
hn_new	The Bird Eye Was Pushed to an Evolutionary Extreme
hn_new	Microbial Dark Matter and the Search for Life on Earth
hn_new	Heritability Puzzlers
hn_new	Star Color and the Evolution of Space on the Screen

Founders building AI tools, sharing launches 5-5b694e · 8 signals · cold 2026-05-29T06:34

Failed at: verifier Filters that disagreed:

Distribution reachable
Provider displacement <50%

Raw signals (8)

Source	Title
reddit_saas	I vibe coded a modern Wellness & Recovery app with Next.js, Supabase, and AI Coaching.
reddit_saas	I built an AI bookkeeper for people who hate accounting software
reddit_saas	Ditching the SEO grind? We need 5 beta testers for a GEO-only tool (100% free)
reddit_saas	I hate self-promoting, but we finally launched this today 😅
reddit_saas	Curated list of AI tools I actually use as a founder (organized by use case)
reddit_saas	I got tired of spending 20 minutes on canva for all my linkedin posts, So I built something
reddit_saas	detect churn before it happens
reddit_saas	We built a free AI Visibility Checker after rebuilding it 7 times Search Score AI

Nostalgia for early computing aesthetics 5-4cc75b · 8 signals · cold 2026-05-29T06:34

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Ship 1-6mo
Scalable revenue
Provider displacement <50%

Raw signals (8)

Source	Title
hn_new	Gargoyle, a Decade Later
hn_new	I resurrected the web from the past and it got weird
hn_new	Reactionary Me: Windows ME KDE Plasma Theme
hn_new	Firefox extension to browser the web in a 1990s GeoCities retro style
hn_new	Classic 7 is a Windows 10 LTSC mod to look 1:1 to Windows 7
hn_front	Scorched Earth 2000 – Web
hn_front	Scorched Earth 2000 is back
hn_front	A sentimental tour of late 1990s and early 2000s hacking tools

AI SaaS builders seeking market validation 5-1491e1 · 9 signals · cold 2026-05-29T06:34

Failed at: verifier Filters that disagreed:

Real pain
Scalable revenue
Provider displacement <50%

Raw signals (9)

Source	Title
reddit_saas	Solving the hallucination problem in CS workflows with real-time search
reddit_saas	I am building a saas like AstroTalk with AI in it, is it a good idea, what things I should consider and what mistakes I should avoid
reddit_saas	Python framework for saas companies, i need feedback and selling ideas
reddit_saas	Your help is appreciated
reddit_saas	Im gonna launch my insta page for personal branding and talk about AI related stuff as i think it is a best msrketing tool for AI SAAS busin
reddit_saas	A lot of AI feels confident, but it still only sees part of the picture
reddit_saas	Building a Vercel/Railway alternative run entirely by your coding agents
reddit_saas	We use to sell SaaS boilerplate for devs to speed up development
reddit_saas	Gaining traction and building my product

SaaS founder lessons learned hard way 5-99fa2a · 9 signals · cold 2026-05-29T06:34

Failed at: verifier Filters that disagreed:

Ship 1-6mo
Provider displacement <50%

Raw signals (9)

Source	Title
reddit_saas	I built a CSV fixer after watching users rage-quit during onboarding. Here's what I learned.
reddit_saas	most SaaS products do not die because the product was wrong. they die in the window between having something that works and having enough us
reddit_saas	Building a creator SaaS made me realize we misunderstood the consistency problem
reddit_saas	Talked to 20 SaaS founders about what's hardest about marketing. Here's the pattern nobody admits.
reddit_saas	My 2-hour fake landing page test before building a SaaS idea
reddit_saas	Most SaaS founders are asking the wrong question about finding users
reddit_saas	I have 20 years in behavioral health and built 4 SaaS products. Here is what I learned about solving real problems.
reddit_saas	I'm validating my SaaS Idea. Here's what I learned from talking to agency owners
reddit_saas	I failed 4 startups because of this mistake so you don't have to

Solo builders shipping creative side projects 5-9d1297 · 10 signals · cold 2026-05-29T06:33

Failed at: verifier Filters that disagreed:

Real pain
Ship 1-6mo
Scalable revenue
Provider displacement <50%

Raw signals (10)

Source	Title
hn_new	Hush – local push-to-talk dictation for macOS, no cloud, pastes at cursor
hn_new	Show HN: Asciidia – LLM Crafting Game
hn_new	Show HN: Tlbic – A flexible, time-limited basic income credit (3rd Ed, French)
hn_front	Show HN: Running the second public ODoH relay
hn_new	Show HN: I built an open source dication tool based on benchmarks
hn_new	Show HN: Own Your Secrets – Sync encrypted secrets from any repo to any device
hn_new	Show HN: Building a universal device experience [video]
hn_front	Show HN: Nibble
hn_new	Show HN: I made a minimalistic Tower Defense Game – iOS – Looking for feedbacks
hn_new	Show HN: Vibe-coding video games with Claude (Day 30: Chess)

Acquisition to retention gap pain 5-108d01 · 10 signals · cold 2026-05-29T06:33

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Source	Title
reddit_saas	I get users but no one sticks around
reddit_saas	Why is building trust in finance infinitely harder than building the actual product?
reddit_saas	Built a free gym tracker, tried TikTok for months, got nowhere, how did you get your first 100 users?
reddit_saas	Is anyone else struggling with SaaS churn even when users say they like the product?
hn_new	Ask HN: What's the hardest part of building a SaaS that users keep paying for?
reddit_saas	How do I get my first users for my SaaS? (Landing page + waitlist ready)
reddit_saas	What was the three steps you took to get your first user?
reddit_saas	First customer advice
reddit_saas	what’s the most painful part of onboarding new users?
reddit_saas	Where did you get your first real users from?

Vintage and DIY hardware revival 5-af2a5a · 10 signals · cold 2026-05-29T06:33

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Source	Title
hn_front	UFerris a Versatile Learner Board for Rust Embedded Beginners
hn_front	RISC-V Router
hn_front	DIY open-source ultrasound hardware on the rp2040/rp2350
hn_front	Computer Hobby Movement in Canada
hn_new	Recreating the F14 CADC The first microprocessor – All working, Git shared
hn_new	A Tiny E Reader
hn_new	Old film camera can now shoot 4K video, 26MP RAW files without any modifications
hn_new	Altair 8800 rescued at ewaste facility
hn_new	Show HN: From 30 Photos to an FPS
hn_front	S-100 Virtual Workbench

Apple Silicon vs. Windows hardware wars 5-b88f75 · 11 signals · cold 2026-05-29T06:33

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Raw signals (11)

Source	Title
hn_front	IPv8
hn_new	Microsoft to Brick Office 2019 for Mac on July 13, 2026
hn_front	RTX 5090 and M4 MacBook Air: Can It Game?
hn_new	The Internet is not dead
hn_new	Apple's Aperture site is still online in 2026
hn_new	How quickly do browsers implement features?
hn_new	C++26: String and String_view Improvements
hn_new	Windows 11 PCs Compared to MacBook Neo
hn_new	Exploring the HTML-in-Canvas Proposal
hn_front	MacBook Neo Deep Dive: Benchmarks, Wafer Economics, and the 8GB Gamble
hn_front	Setting up a free *.city.state.us locality domain (2025)

Deep technical mastery across diverse domains 5-48c569 · 12 signals · cold 2026-05-29T06:32

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Raw signals (12)

Source	Title
hn_new	An analysis of how Dishonored 2 renders a frame
hn_front	Understanding the Linux Kernel: The Linux Kernel Startup
hn_front	Pipes, Forks, and Zombies
hn_new	Employment Ice Age
hn_front	Myths about /dev/urandom (2014)
hn_new	High-Entropy Alloy
hn_new	Behind the Sound of Ninja Gaiden: Ragebound
hn_new	Accelerated Arctangent Series
hn_new	bfloat16
hn_new	Greenhouse and Icehouse Earth
hn_new	The Ten Commands of the Nine Divines
hn_front	The Age of the Amplifier

AI assistant expansion, privacy, platform shifts 5-f7d9da · 12 signals · cold 2026-05-29T06:32

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Raw signals (12)

Source	Title
hn_front	Codex is now in the ChatGPT mobile app
hn_new	OpenAI's Codex is now in the ChatGPT mobile app
hn_new	Codex is now available on mobile via ChatGPT app
hn_new	Meta Incognito Mode: A Private Way to Chat with AI
hn_new	GitHub Copilot considering offering open source models in subscription plans
hn_new	Microsoft is retiring Copilot Mode on Edge, because everything is Copilot now
hn_new	Workday brings HR and finance agent into Microsoft 365 Copilot
hn_new	Meta launches WhatsApp 'incognito' mode to address privacy concerns for AI chats
hn_front	Today Intercom becomes Fin
hn_new	Get Codex for your enterprise, free
hn_new	Meta won't let you block its AI account on Threads
hn_new	GitHub Copilot individual plans: Introducing flex allotments

Creative technical minimalism meets playful experimentation 5-246ae6 · 13 signals · cold 2026-05-29T06:32

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Raw signals (13)

Source	Title
hn_front	Minimal Structures
hn_new	What's in a GGUF, besides the weights – and what's still missing?
hn_new	Real-Life Highscore
hn_new	Piclaw – pi in a Technicolor web trenchcoat
hn_new	Shining
hn_new	Vibe code your next presentation
hn_new	Dmitry.gr: Projects
hn_new	delta time
hn_new	Show HN: Showing the same info in 248 different UI
hn_new	MathScroll: Infinitely Scroll Mathematics
hn_new	The Official Ninja Webpage
hn_new	Pullback Drive
hn_new	RFV-0001: Request for Vibes

Tech power geopolitics and disruption 5-9e347e · 18 signals · cold 2026-05-29T06:31

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Raw signals (18)

Source	Title
hn_front	'Millions' of pounds saved by replacing Palantir tech in refugee system
hn_front	German intelligence offices snub Palantir software
hn_new	AT&T, T-Mobile, and Verizon to eliminate coverage dead zones
hn_front	Removing the modem and GPS from my 2024 RAV4 hybrid
hn_front	Al Jazeera documentary highlights USC's sale of dead bodies to US Navy, Israel
hn_new	New York, California pension leaders oppose 'extreme' SpaceX control structure
hn_new	AMD reaches 46% of server x86 CPU revenue
hn_new	SpaceX sets date for first Starship version 3 launch – SpaceNews
hn_new	Who Owns the Most Satellites
hn_new	Trump Mobile announces T1 phones will begin shipping this week
hn_new	The Chip War Nobody Saw Coming: Samsung vs. SK Hynix
hn_new	BYD eyes Stellantis EU plant takeover as EV demand spikes
hn_new	Cerebras prices IPO at $185 per share to raise $5.55B
hn_new	BYD surpasses Tesla as world’s top energy storage deployer
hn_new	Israeli Tech Exposes Users of Musk's Starlink Satellite-Based Internet
hn_new	Chinese EVs take the world by storm
hn_new	Cloudflare Bankrolls Fascism
hn_new	Hondurasgate.ch Portal Under Attack

Attention fragmentation modern distraction 5-2a2ded · 18 signals · cold 2026-05-29T06:31

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Raw signals (18)

Source	Title
hn_front	7 in 10 Americans oppose data centers being built in their communities
hn_new	Decisions in the past have long running repercussions
hn_new	Sensational Books to Read This Summer
hn_new	Railway, Meet Milky Way: 5 Great Stargazing Trains
hn_new	Latvian government collapses amid dispute over breaches by Ukrainian drones
hn_new	Cannabis and driving? Studies reveal big risks
hn_new	You can reverse much of the damage alcohol has done to your body, science says
hn_new	Will Wildfires Spell This the End of the Campfire in Canada?
hn_new	Blocking mobile internet on smartphones improves attention and mental health
hn_new	Beware of Drunk Deer, French Police Say, Announcing Season of Inebriation
hn_new	The Secret Mission to Fly Taiwan's President to Africa
hn_new	Academy of Management Pulls 13,500-Person Conference Out of the U.S.
hn_new	Where Did All the AK-47s Go?
hn_new	James Reason, Who Used Swiss Cheese to Explain Human Error, Dies at 86 (2025)
hn_new	You Won't Finish This Article. Why people online don't read to the end. (2013)
hn_new	The Ghost of the Short Story: Memes, TVTropes, and the Evolution of Fiction
hn_new	Reddit Tests Blocking Mobile Web to Force App Downloads
hn_new	How Consumers Adoption of Online Streaming Affects Music Consumption & Discovery

Language/runtime performance tradeoffs intensify 5-2e95e5 · 19 signals · cold 2026-05-29T06:31

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Raw signals (19)

Source	Title
hn_new	Beyond C: wrapping Dear ImGui in Swift with zero FFI
hn_front	WinUI 3 Performance: A Leap Forward
hn_new	Turso v0.6.0
hn_new	Which programming language is fastest?
hn_new	One engine, many tools – Introducing Rubydex
hn_new	Contrek: Ruby gem with C++17 library for fast contour tracing, edge detection
hn_new	Remove ML Compatibility (F#)
hn_new	Fate 1.0: An Async React data framework
hn_new	Why Ruby Is the Better Language for LLM-Powered Development
hn_new	Remove .zig Files from Bun
hn_front	Rewrite Bun in Rust has been merged
hn_new	Five months after switching Fluxzy from Electron to Tauri
hn_new	A new wave of software efficiency is coming
hn_new	Self-contained Linux applications with lone Lisp
hn_new	A Faster Way to Build MongoDB Queries Visually
hn_new	A Streaming First Language for Generative UI
hn_new	The Myers Diff Algorithm
hn_new	Dweav Trace – offline-first state tracing for JavaScript apps
hn_new	SwiftUI Is a Disaster

Dev tools reliability crisis bloat 5-397160 · 21 signals · cold 2026-05-29T06:31

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Raw signals (21)

Source	Title
hn_new	Quip Retirement
hn_new	The Ackman Act
hn_new	DiscordMcp: Controlling Servers Through MCP
hn_new	Release NetHack 5.0 Atari ST/TT/Falcon (WIP)
hn_new	Show HN: Git-Shitstorm: How to Make Any Developer Lose Their Mind
hn_new	HTTPX2 by Pydantic
hn_new	GitLab's Reliability Crisis: Developers Are Fed Up and Going Public
hn_new	Azure Container Apps express overview
hn_new	Bloat (2024)
hn_new	Hetzner us-east, now you can get only the smallest instance (CPX11)
hn_new	Moxy, a Go reliability layer for Redis-style queues
hn_new	CringeLink – Auditing how midwit a LinkedIn post is on six independent axes
hn_new	Reverse Engineering Slither.io's Network Protocol
hn_new	Major Atlassian Outage
hn_new	Rezolus: High-Resolution Systems Performance Telemetry
hn_new	What's Happening to Panoply?
hn_new	Dungeons & Desktops: Building a Roguelike with GitHub Copilot CLI
hn_new	Dungeons & Desktops: 10 open source roguelikes that never die
hn_new	Apple Developer Community Recognition
hn_new	The Per-Minute Calling Myth: The Hidden Economics of Voice and Video Calling API
hn_new	Pythons new httpx fork: httpx2

Claude Code cost/access anxiety 5-496ce3 · 21 signals · cold 2026-05-29T06:31

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Raw signals (21)

Source	Title
hn_front	Claude for Legal
hn_new	Show HN: Claude-stash – an idea queue for Claude Code
hn_new	Claude Code cost observability to prevent tokenmaxxing
hn_new	Show HN: A simple Claude skin for ChatGPT
hn_new	Ctx-opt: TypeScript middleware to trim LLM chats to a token budget
hn_new	Show HN: Ungate – use Claude and GPT subscriptions in Cursor without API costs
hn_front	Claude Account Suspended Seconds After Purchase?
hn_new	Show HN: FreeFax (iOS) – a data point on shipping solo with Claude
hn_new	Non-interactive Claude Code usage ejected from subscriptions
hn_new	Claude changes headless usage from June 15
hn_front	A Claude Code and Codex Skill for Deliberate Skill Development
hn_new	Build workouts with Claude send to Fitness Player to workout [video]
hn_new	The End of Claude Code Automation
hn_front	Claude for Small Business
hn_new	Tell HN: Starting June 15, claude -p usage will change
hn_new	New in Claude Code: ‎`/goal` for autonomous dev loops
hn_new	Show HN: Claude-pee: use Claude -p without the programmatic usage credit pool
hn_new	Claude -p headless mode cannot use Max limits, will fall under API plan
hn_new	Lobotomized Claude Code: system-prompt overrides for Opus 4.7
hn_new	Token Dashboard – local desktop app to see where your Claude Code tokens go
hn_new	ContextPilot... I got tired of paying for the same system prompt 200 times

Decision agents, alignment, runtime monitoring 5-995c4e · 22 signals · cold 2026-05-29T06:30

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Source	Title
arxiv_cslg	Learning When to Act: Communication-Efficient Reinforcement Learning via Run-Time Assurance
arxiv_cslg	Learning to Decide with AI Assistance under Human-Alignment
arxiv_cslg	Runtime Monitoring of Perception-Based Autonomous Systems via Embedding Temporal Logic
arxiv_cslg	Multi-Rollout On-Policy Distillation via Peer Successes and Failures
arxiv_cslg	Plan Before You Trade: Inference-Time Optimization for RL Trading Agents
arxiv_cslg	ODRPO: Ordinal Decompositions of Discrete Rewards for Robust Policy Optimization
arxiv_cslg	IGT-OMD: Implicit Gradient Transport for Decision-Focused Learning under Delayed Feedback
arxiv_csai	Think Twice, Act Once: Verifier-Guided Action Selection For Embodied Agents
arxiv_csai	Macro-Action Based Multi-Agent Instruction Following through Value Cancellation
arxiv_csai	Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack
arxiv_csai	Revealing Interpretable Failure Modes of VLMs
arxiv_csai	Learning Transferable Latent User Preferences for Human-Aligned Decision Making
arxiv_csai	On the Size Complexity and Decidability of First-Order Progression
arxiv_csai	DisaBench: A Participatory Evaluation Framework for Disability Harms in Language Models
arxiv_csai	CHAL: Council of Hierarchical Agentic Language
arxiv_csai	BEHAVE: A Hybrid AI Framework for Real-Time Modeling of Collective Human Dynamics
arxiv_csai	State-Centric Decision Process
arxiv_csai	PROMETHEUS: Automating Deep Causal Research Integrating Text, Data and Models
arxiv_csai	Multimodal Hidden Markov Models for Persistent Emotional State Tracking
arxiv_csai	Moltbook Moderation: Uncovering Hidden Intent Through Multi-Turn Dialogue
arxiv_csai	Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents
arxiv_csai	When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction

SaaS founders building and distributing products 5-07143d · 22 signals · cold 2026-05-29T06:30

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Raw signals (22)

Source	Title
reddit_saas	Selling SaaS
reddit_saas	I just built this Saas tool top prepare for the possible redundancy.
reddit_saas	Would you actually try getting your first SaaS customers without building a personal brand on LinkedIn/Reels?
reddit_saas	Taxing SaaS in USA
reddit_saas	Is it all social media?
reddit_saas	I think “quietly abandoned SaaS projects” are way more common than we admit
reddit_saas	Is there any saas tool idea that doesn't exist yet but the problem is huge in usa especially in B2SMB Type ?
reddit_saas	SaaS Product Demo
reddit_saas	Where to get beta testers for your saas?
reddit_saas	What actually helped you stay consistent with social posts as a small SaaS team?
reddit_saas	How do you distribute your SaaS?
reddit_saas	What’s an annoying recurring task you’d pay a few dollars/month to eliminate?
reddit_saas	Does anyone else find themselves going back to "analog" for the actual SaaS planning phase?
reddit_saas	Thinking about building a simple micro SaaS for bloggers..would anyone actually use this?
reddit_saas	How do you find affiliates for your SaaS?
reddit_saas	Why are SaaS products listing on Google Merchant Center? Is it worth it?
reddit_saas	To all the Sass founders out there, How do ya'll make your product videos?
reddit_saas	Benchmarks
reddit_saas	Resource Consumption billing question: What's your markup?
reddit_saas	Anyone else struggling with feature decisions while building a micro SaaS?
reddit_saas	Looking for micro SaaS that costs less than a cup of coffee per month
reddit_saas	Describe Your SaaS and the problem you solve in one sentence.

AI-native SaaS building and viability 3-a389fb · 20 signals · cold 2026-05-29T06:30

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Raw signals (20)

Source	Title
reddit_entrep	What’s the most unhinged AI automation you've seen that somehow works?
reddit_saas	Are AI features actually helping SaaS products grow right now… or are most companies just adding AI because investors/users expect it?
reddit_saas	What framework are you using for SaaS AI agents?
reddit_saas	How are solo founders suddenly building insane AI apps with tiny teams?
reddit_saas	AI video editor a saturated market?
reddit_saas	Looking for someone interested in buying a SaaS platform
reddit_saas	Do any SaaS creators deploy AI models inside their SaaS?
reddit_saas	Is this the kind of AI business that could actually scale?
reddit_saas	With no-code and AI everywhere, why is outsourcing still a massive industry?
reddit_saas	Headcounf in SaaS companies
reddit_entrep	What’s the biggest "before vs after AI" difference in your company?
reddit_saas	“Anyone building an EdTech SaaS? What’s your experience with the market?”
reddit_saas	AI control plane for engineering teams
reddit_saas	AI slop factory
reddit_saas	What does the current SaaS market look like? Where's next?
reddit_saas	How do remote AI/ML teams share GPU resources without constant conflicts in 2026?
reddit_entrep	Is ai consulting saturated?
reddit_saas	Anybody building Voice pipelines for SaaS use cases?
reddit_saas	ai-generated mvps breaking at month 2-3. seeing the same on your end?
reddit_saas	Anyone here going to build Recruitement saas or website with AI ?

AI-era security threats escalating rapidly 5-3c2665 · 23 signals · cold 2026-05-27T06:36

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Raw signals (23)

Source	Title
hn_new	The Worm in the Registry
hn_new	GNUtrition 0.33.0rc2 Now Available
hn_new	PyTorch simulator refutes an 18-year-old quantum theorem
hn_front	Tesla Wall Connector bootloader bypasses the firmware downgrade ratchet
hn_new	Dragos Documents First LLM-Assisted Strike on Water Infrastructure in Mexico
hn_new	Postgres minor releases closing 11 CVEs
hn_front	First public macOS kernel memory corruption exploit on Apple M5
hn_front	HDD Firmware Hacking
hn_new	New Nginx Exploit
hn_new	Google says it disrupted an AI-driven effort to exploit a software bug
hn_new	Microsoft's AI system tops Anthropic's Mythos on cybersecurity benchmark
hn_new	GNU SASL gsasl 2.2.3 released with a security fix
hn_new	Automating code security review: Mythos-level capabilities at lower cost
hn_new	USA's PRE-Stuxnet Cyber Weapon: What FAST16 Reveals About State-Level Malware
hn_new	Nginx Rift: Nginx Remote Code Execution via an 18-Year-Old Vulnerability
hn_new	Hunting APT29 Tactics
hn_new	Malware crew TeamPCP open-sources its Shai-Hulud worm on GitHub
hn_new	Nginx Rift
hn_front	Microsoft BitLocker – YellowKey zero-day exploit
hn_new	Google reports first known real-world AI-crafted zero-day exploit
hn_new	Project Wycheproof tests crypto libraries against known attacks
hn_new	Mystery Microsoft bug leaker keeps the zero-days coming
hn_front	GitHub Actions issued GitHub_TOKEN disclosure in GitHub Actions logs

Eclectic curiosity: ancient, tech, fringe culture 5-297cb4 · 23 signals · cold 2026-05-27T06:36

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Raw signals (23)

Source	Title
hn_new	AI co-mathematician: Accelerating mathematicians with agentic AI
hn_new	Big Shot On The East Coast: The History of the Zoo York Mixtape
hn_new	Monero's Biggest Privacy Upgrade Is Almost Here: Justin Berman on FCMP Stressnet
hn_new	Isaac Newton on Laputa
hn_new	A scientist made a clone of a clone of a clone of a clone
hn_new	Encountering the roots of mathematics
hn_new	Popish Plot
hn_new	The Revolt against I-Ready
hn_new	Scientists ID 'corkscrew killer' behind gruesome seal deaths
hn_new	Subnautica 2 Early Access
hn_new	Emodub – YouTube dubbing in your language, with emotion preserved
hn_new	Bobby Puleo 4plymag Skateboarding
hn_new	YouTube asks my subscribers if I'm emotionally manipulative [video]
hn_new	Neanderthals Mastered Dentistry
hn_new	100 million degrees: Step inside the heart of our fusion machine [video]
hn_new	Neanderthal Dentists
hn_new	Axavive Anti Aging Support Formula Benefits Explained
hn_new	59,000-year-old tooth offers a glimpse into how Neanderthals handled dentistry
hn_new	The Original 1965 Gatorade Recipe
hn_new	Not Forgotten – Maui Fire Relief – StartUp Non-Profit-Documentary [video]
hn_new	New Yuri Anime Has Girls Duking It Out in Street Fighter 6 (and Falling in Love)
hn_new	Video Is Different at 360p
hn_new	59000-year-old Neanderthal tooth may be oldest evidence of dentistry

AI erodes trust, safety, privacy 5-bc5cbf · 23 signals · cold 2026-05-27T06:36

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Raw signals (23)

Source	Title
hn_new	Bumble Is Removing the Swipe Feature, Will Use AI in New Launch
hn_new	AI Poop Analysis App Offered to Sell Me Database of Its Users' Poops
hn_new	FBI warns of '764' network: violent social engineering targeting kids in games
hn_new	Green Card Holders Targeted for Deportation by New 'Removal Apparatus'
hn_front	Apple-OpenAI Relationship Frays, Setting Up Possible Legal Fight
hn_new	AI models are being used to predict conflict
hn_new	Google may let you move passkeys to another password manager on Android
hn_new	An AI Poop Analysis App Offered to Sell Me Database of Its Users' Poops
hn_front	Sam Altman's Business Dealings Under GOP Scrutiny Ahead of OpenAI's IPO
hn_front	The European Union backs Italy's right to make Meta pay for news
hn_new	The Dating App Swipe Is Dying. What Comes Next May Be Worse
hn_new	65% of Girls Who Use AI-Assisted Devices See Them as "Friends"
hn_new	Is LinkedIn's "Who Viewed Your Profile" Feature Illegal Under GDPR?
hn_new	Commission simplifies Europe-wide travel booking and train travel
hn_new	AI Agent Bankrupted Their Operator While Trying to Scan DN42 Hobbyist Network
hn_new	A million baby monitors and security cameras were easily viewable by hackers
hn_new	Signal warns would pull out of Canada if made to comply with lawful access bill
hn_new	ChatGPT-Linked Mass Shootings Drive Developer Liability Concerns
hn_new	AI coders are carrying half-open laptops through airports, offices, ice rinks
hn_new	Extortion Using Smart Glasses Is a Thing Now
hn_new	ICE may be at World Cup matches in U.S.
hn_new	US citizen convicted of running secret Chinese 'police station' in NYC
hn_new	Open AI Floats Idea of Global AI Governance Body with US, China

Systems, incentives, and collective consequences 5-f8104c · 28 signals · cold 2026-05-27T06:36

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Raw signals (28)

Source	Title
hn_new	The Cost of Free Doughnuts
hn_new	The political polarization of health outcomes in the USA
hn_new	Reject AI Prophecies, Free the Future
hn_front	The Power of a Free Popsicle (2018)
hn_front	The conflation of money and things
hn_front	On The Conflation of Money and Things
hn_new	The Abolition of Work
hn_new	Whither the Nerd-Bully?
hn_new	The Wide Paved Road versus the Narrow Footpath
hn_new	Government privatization efforts grow, contractor lawsuits more get difficult
hn_new	Meta's New Reality: Record High Profits. Record Low Morale
hn_new	For three years I scoured the world for answers to Europe's big problems
hn_new	Why Can't Writers Seem to Quit Substack?
hn_new	How Israeli terror begets Palestinian terror
hn_new	Thoughts and Prayers
hn_new	What you measure depends on where you draw the boundary
hn_front	They Said It Would Cost $54M. We Said "No Thanks."
hn_new	Economics of Expanding Medical Assistance in Dying to Vulnerable Populations
hn_new	Less is exponentially more (2012)
hn_new	Testing at the Boundaries (2019)
hn_new	Economic Futures – Anthropic
hn_new	A Field Manual for Three Years on Deutsche Bahn
hn_new	Big tech's fat profits conceal unsettling cashflows
hn_new	Oppositional Federalism: A Taxonomy of State Constitutional Postures Under
hn_new	The anti-minimalist backlash is the bigger story behind Oxygen's revival
hn_new	Why We Ignore Advice
hn_new	What happened to the car designed for women, by women?
hn_front	"Not Medically Necessary": Helping America's Health Insurers Deny Coverage

AI agents, tools, open source 5-f5b985 · 29 signals · cold 2026-05-27T06:36

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Raw signals (29)

Source	Title
hn_new	Find vendors used by any company
hn_front	Velonus – Open-source AppSec scanner that deduplicates SAST noise
hn_new	ICLR 2026 – Institutional Affiliations Dataset and Analysis
hn_new	Do deep learning models recognize 3D shapes in the same way humans do?
hn_new	Fields of the World: A Global Field Boundary Ecosystem
hn_new	Vouch-compatible PR-spam reduction GitHub Action workflow and CLI tool
hn_new	10x more AI code is shipping on GitHub today than last year at this same time
hn_front	OVMS: Open source electric vehicle remote monitoring, diagnosis and control
hn_front	Infracost (YC W21) Is Hiring Sr Dev Advocate to make agents cloud cost-aware
hn_new	Data Science Weekly – Issue 651
hn_new	A²RD: Agentic Autoregressive Diffusion for Long Video Consistency
hn_new	Best "Brain" for Agents Is Just Versioned Folders of Markdown Files
hn_new	Generate print-ready posters of transmission grids from OpenStreetMap
hn_new	Entire - How We Improved Agentic Search
hn_front	Terranox AI (YC W26) Is Hiring a Founding AI/ML Engineer and Summer AI/ML Intern
hn_front	EditLens: Quantifying the extent of AI editing in text (2025)
hn_new	Karakeep – self-hostable bookmark-everything app
hn_new	Why agentic coding makes the spec problem worse
hn_new	GummySearch Alternative
hn_new	AGENTS.md — Pretending to Be a Good Human
hn_new	PSVL 1.0 – The most comprehensive source-visible license (276 clauses)
hn_new	AI is using our Open Source code to replace us. We need new licenses now
hn_new	Open tax-residency data for US citizens moving abroad (CC BY 4.0)
hn_new	Multi-LLM AI trading agent harness
hn_new	Vector embeddings are the wrong default for AI agent memory
hn_new	Tracing and tenant-isolation firewall for AI agents (Apache 2.0)
hn_front	AEPs: API Enhancement Proposals
hn_new	Software Engineers Are Obsolete
hn_new	AI agents with shared memory – we published everything they got wrong

Developer tools performance benchmarks ecosystem 5-991796 · 34 signals · cold 2026-05-27T06:35

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Raw signals (34)

Source	Title
hn_new	Restartable Sequences, TCMalloc, and Hyrum's Law
hn_new	Show HN: Latencies and BEIR – Typesense, Meilisearch, Elasticsearch, Amgix Now
hn_new	mimalloc: A new, high-performance, scalable memory allocator for the modern era
hn_front	A few words on DS4
hn_new	CI/CD Is Dead
hn_new	Escuelita Maker – a free 28-day online program to help people launch projects
hn_new	Outlandish Recursive Query Examples
hn_new	PyTorch, rewritten from scratch in pure Rust
hn_new	Germany's Sovereign Tech Fund Backs KDE with €1.3M
hn_new	C++: The Documentary (Trailer)
hn_new	Show HN: Pokémon SVG Generation LLM Benchmark
hn_new	Catch Flakes on Main
hn_new	Julia Symbolics
hn_new	Order by Has Come a Long Way
hn_new	Ubuntu 26.04 LTS Moving the Industry Forward with Linux 7.0 and More
hn_new	OpenAI Parameter Golf: what 1,100 researchers built in six weeks
hn_new	The Origins of "Hello, World" [video]
hn_new	Scribus – open-source Desktop Publishing
hn_new	AionDB: PostgreSQL-compatible SQL, graph, and vector database in Rust
hn_new	Built to help my dad pass CCNA, now were changing how people learn networking
hn_new	How the Cheesecake Factory Runs One of America's Biggest Menus [video]
hn_new	Vibe, A single-header lock-free networking library for Linux
hn_new	Show HN: We rebuilt the archived Kubernetes Dashboard in React 19 and Go
hn_new	Automating FPGA-Based Network Switches with Protocol Adaptive Customization
hn_new	SQLite Code of Ethics
hn_new	Code Structure Evolution: When Software Outlives Its Reasons
hn_new	Munich's IT transition: open-source is the default for the new coalition
hn_new	Fragnesia (Linux LPE)
hn_new	New Linux kernel security bug; Fragnesia
hn_new	Continuous lamination unlocks production of large-area flexible circuit boards
hn_new	We built the fastest database for querying large agent traces using Rust
hn_new	500 Lines or Less: An Archaeology-Inspired Database
hn_front	Rars: a Rust RAR implementation, mostly written by LLMs
hn_front	ReactOS

AI capability anxiety, quality degradation 5-7bf2a0 · 39 signals · cold 2026-05-27T06:35

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Raw signals (39)

Source	Title
hn_new	The Efficiency Moat: Why China Is Beating the U.S. on AI and Everything Else
hn_new	LLMs can't read PDFs in 2026?
hn_new	WordPress Lost 19% of the Internet to AI [video]
hn_new	We Tested DeepSeek V4 Pro and Flash Against Claude Opus 4.7 and Kimi K2.6
hn_front	Have a Coherent AI Policy
hn_new	AI to infest eight in ten premium phones within two years
hn_new	AI #168: Not Leading the Future
hn_new	Too Much Is Happening Too Fast
hn_new	An AI Agent Progresses Towards Idiocy, Not Expertise
hn_front	AI is making me dumb
hn_new	Safety‑First AI Architecture
hn_front	God Damn AI is making me dumb
hn_front	You Don't Align an AI, You Align with It
hn_new	Physics Guarantees the Datasphere Keeps Expanding (and What It Means for Agents)
hn_new	The coming AI jobs-pocalypse
hn_new	The cost of producing slop is falling, the cost of checking it isn't
hn_new	LLM Witch Hunts are getting F'in Irritating
hn_new	The AI layoffs end in 12 months and I know why [video][10 mins]
hn_new	Show HN: Race to the Bottom
hn_new	The Whole Anthropic Kerfuffle
hn_new	Fight Slop with Clarity
hn_front	The Siri for Families Apple Will Never Build
hn_new	What happens when you post a real Monet and say it's AI?
hn_new	Productivity Lessons from Charlie Munger
hn_new	Oracle Benchmark – How Do LLMs Perform at Interpreting the I Ching?
hn_new	AI Agents for Business in 2026
hn_new	Hiring Trends in Mid 2026: What Founders Are Getting Wrong
hn_new	AI Font Detector: Smart Ways to Identify Fonts with Precision
hn_new	How LLM Inference Works
hn_new	I work on self-improving AI despite the risks
hn_new	Harvey's Legal Agent Benchmark
hn_front	The Other Half of AI Safety
hn_new	AI, Player-Coaches, and Fixing the Management Problem
hn_new	The Smartphone Market Is Cracking
hn_new	CEOs Say Layoffs Are AIs Fault–But Some Experts Think Companies Are Lying\|Forbes
hn_new	Medicare's new payment model is built for AI. Most of the tech world has no idea
hn_new	LLMs are breaking 20 year old system design
hn_new	The AI Apocalypse
hn_front	The US is winning the AI race where it matters most: commercialization

AI dev tools infrastructure 5-de2daf · 46 signals · cold 2026-05-27T06:35

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Raw signals (46)

Source	Title
hn_new	AI music generator so YouTubers never get copyright strikes
hn_new	GPT convinced me there was a bug in my code before a freeze
hn_new	Learn Python the Hard Way Was Right About One Thing
hn_new	GBA Eval - Build a Game Boy Advance emulator in WebAssembly from scratch
hn_new	A serverless image converter API using WASM on the Edge (no ImageMagick)
hn_new	Build your extension once and now it can run cross IDEs, VSCode – jetbrain
hn_new	Aulico: Robinhood for Onchain Trading
hn_new	Messing with Chrome's Local Gemini Nano to Deobfuscate LinkedIn Posts
hn_new	2.3x KV Cache Compression at 32k Context – Cut VRAM Costs by 50%
hn_new	Firnflow: Fast search over object storage (open-source turbopuffer)
hn_front	Grok Build
hn_new	Show HN: BlitzGraph – Supabase for graphs, designed for LLM agents
hn_new	Ambient Intents
hn_new	Synthetic evaluation datasets for testing AI agents before production deployment
hn_new	Show HN: BuzzOff.wtf – get no-buzzword descriptions of landing pages
hn_new	Intent could either be cybersecurity's next buzzword or breakthrough
hn_new	Show HN: An opinionated index of AI developer tools
hn_new	Show HN: Symphony: Integrate OpenCode with Linear and get your own dev team
hn_new	Show HN: Diffmode – Tool that builds custom growth tactics for bootstrapped SaaS
hn_new	Raycast v2 Beta released
hn_new	Vantafort: GPU-native space domain awareness
hn_new	Perceptron Mk1 highly performant video analysis model 80% cheaper than big three
hn_new	ByteHug Technologies
hn_new	Show HN: Midjourney Prompt Generator
hn_new	Urlsify.com, a Free Link Shortener with Analytics, Custom Links, and More
hn_new	AutoScientist: Automating the Science of Model Training
hn_new	Bring any agent into a meeting – talk back, collaborate, screen share, code live
hn_new	Show HN: I got tired of AI agents using outdated libs, so I built them an OS
hn_new	Show HN: Spent months fighting VS Code webviews, so I built a universal protocol
hn_new	Don't Be Discouraged to Code by Hand
hn_new	Saorsa, a new kind of social media built around what is happening in the world
hn_new	HyperDX fork for Iceberg on S3 tables
hn_new	Storage based KVCache for denser token factory
hn_new	Coding Trance Music from Scratch [video]
hn_new	Show HN: I tried generating music from text and built a small tool around it
hn_new	Replyjoy – Open-source Gmail assistant that drafts replies in your voice
hn_new	Show HN: MerryDiv – Track dividends across all your brokerage accounts
hn_new	Show HN: AirScore – Daily air-quality emails tailored to household conditions
hn_new	Show HN: Grabbit: Search secondhand marketplaces in one place
hn_new	Show HN: Abliteration – made-to-order training data for classifiers and evals
hn_new	Robyx-AI, Your AI staff, managed from chat
hn_new	What a launch on product-hunt, without paying anyone gets you
hn_new	10 SaaS apps in 30 days, zero product code
hn_new	AI datacenters in space do not have a cooling problem
hn_new	I built an iPhone app for practicing happiness through small daily actions
hn_new	Made This Free URL Shortener with Indepth Analytics

DIY tech tools, personal infrastructure 3-8968f7 · 19 signals · cold 2026-05-27T06:35

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Raw signals (19)

Source	Title
hn_new	Hosting a website on an 8-bit microcontroller
hn_new	I built my second brain for meetings. No monthly subscription
hn_new	Pi Slate – A Raspberry Pi5 handheld Linux cyberdeck with 5" 1920×720 touchscreen
hn_new	Challenging the Way We Pedal
hn_new	DMA: A Community Hackerspace in Seattle
hn_new	I built a private memory system for remembering people
hn_new	J2G – Convert Jenkinsfiles to GitLab CI (.gitlab-ci.yml), offline
hn_new	Show HN: An 8-bit computer made from one NAND gate, and live-evolving neural net
hn_front	Serving a website on a Raspberry Pi Zero running in RAM
hn_front	An Introduction to Meshtastic
hn_new	Show HN: I made a vertical-pedalling bike with a novel drivetrain [video]
hn_front	What I learned making an app for my family
hn_new	SEO-Friendly Public Pages for Confluence
hn_new	Hosting a Site on a Raspberry Pi
hn_new	GigaQR – Dynamic QR Codes and Analytics for Teams – GigaQR
hn_new	Building the TD4 4-Bit CPU
hn_new	QR Code Generator
hn_new	ReleaseJet – the release notes tool for repos with many customers
hn_new	Show HN: 1xBTS – Run your own CDMA network on an SDR

AI-enabled breaches, robots, institutional disruption 3-f659a1 · 22 signals · cold 2026-05-27T06:34

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Raw signals (22)

Source	Title
hn_new	Canvas hack: Company pays criminals to delete students' stolen data
hn_new	Canvas's owner strikes deal with hackers who disrupted schools
hn_front	Google says criminal hackers used AI to find a major software flaw
hn_new	Mythos 'Discovered' a CVE in Its Training Data – That's Still Worrying
hn_front	Canvas got hacked, provost banned exams, professor responded by assigning Hayek
hn_new	The Morse Code Hack That Made an AI Agent Spend $200k [video]
hn_new	Google Says Criminal Hackers Used A.I. To Find a Major Software Flaw
hn_new	University student arrested in Taiwan for radio hack that halted high speed rail
hn_new	Robot Dogs Are a Security Nightmare [video]
hn_new	Robot Dogs Are a Security Nightmare – Benn Jordan [video]
hn_new	Multiple universities forced to reschedule final exams after Canvas incident
hn_new	Canvas Breach Disrupts Schools and Colleges Nationwide
hn_new	User just tricked Grok and Bankrbot to send tokens with Morse code
hn_new	Yarbo's promise to fix the robot mower that ran me over
hn_new	Canvas Data Breach; DeepSeek V4 Flash Boosts LLM Inference 4.3x
hn_new	Mythos 'Discovered' a CVE in Its Training Data and That's Still Worrying
hn_new	Chaos erupts as cyberattack disrupts learning platform Canvas amid finals
hn_new	LLM-driven security reports disrupt coordinated disclosure
hn_new	AI Agent Drained for $200K with This One Tweet Hack
hn_new	Taiwan cops say student's radio kit brought bullet trains to a standstill
hn_new	ADT says customer data stolen in cyber intrusion
hn_new	AI evaluation startup Braintrust confirms breach

AI infrastructure resource constraints escalating 3-0138de · 22 signals · cold 2026-05-27T06:34

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Raw signals (22)

Source	Title
hn_new	AMD Crafts Custom EPYC CPU with 128GB HBM3 (EPYC 9V64H) (2024)
hn_new	Nvidia Is Buying the Chip Supply Chain
hn_new	Skymizer's chip design could embarrass Nvidia and AMD cards
hn_new	Intel Reenters DRAM Race? A Closer Look at the Z-Angle Memory
hn_new	Nvidia embraces AI investor, topping $40B in equity bets 2026
hn_new	Cerebras to raise IPO price range to $150-$160 as demand surges
hn_new	Microsoft's African data center falters on payment demands, Bloomberg reports
hn_new	Iran mulls taking control of all 7 cables passing through Strait of Hormuz
hn_new	University Claims Withholding Water from Data Center 'Unlawfully Discriminatory'
hn_new	Maryland citizens hit with $2B power grid upgrade for out-of-state AI
hn_new	Iran Internet Shutdown 2026: 90M Cut Off, Economy Loses Millions Daily
hn_new	Utah's 'hyperscale' data center could create heat island near Great Salt Lake
hn_new	Big Tech is moving data out of the Gulf through Iraqi oil pipelines
hn_new	How much electricity does AI consume?
hn_new	Maryland Power Bills: $1.6B Data Center Subsidy
hn_new	Mississippi's Air Quality Is Worsening Amid AI Data Center Boom, Report Finds
hn_new	Intel's comeback story is even wilder than it seems
hn_new	Google developers significantly misstate CO2 emissions of UK datacentres
hn_new	Microsoft in Talks to Ax Energy Pledge Amid Data Center Boom
hn_new	Spec CPU 2026
hn_new	OpenAI-Oracle data center construction proceeds despite Michigan town vote
hn_front	RAM prices are forcing companies to choose higher prices, worse specs, or both

Infrastructure trust failures, supply chain attacks 3-23af16 · 22 signals · cold 2026-05-27T06:34

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Raw signals (22)

Source	Title
hn_front	SecurityBaseline.eu
hn_new	European governments: 3.000 tracking sites, 1.000 phpMyAdmins, and 99% poorly
hn_new	DMARC Fail: 7 Causes and How to Fix Each
hn_front	CERT is releasing six CVEs for serious security vulnerabilities in dnsmasq
hn_front	Dead.Letter (CVE-2026-45185) – How XBOW found an unauthenticated RCE on Exim
hn_new	Fastmail Down?
hn_new	Google Search Is Down
hn_new	Mistral AI's NPM package was compromised
hn_front	Postmortem: TanStack npm supply-chain compromise
hn_new	TanStack NPM Packages Compromised
hn_new	Expat 2.8.1 released, CVE-2026-45186 and CVSS unreliability
hn_new	Cloudflare "issue" blocking legitimate access from humans for days
hn_front	Can Someone Please Explain Whether Cloudflare Blackmailed Canonical?
hn_new	Show HN: Send Cloudflare Worker build events to Pushover
hn_new	JDownloader Website Installer Incident
hn_new	The Vercel breach wasn't just a hack, it was a trust failure
hn_new	Malware Found in Trending Hugging Face Repository "Open-OSS/Privacy-Filter"
hn_new	Netlify Is Down
hn_new	On Cloudflare
hn_new	Trellix source code breach claimed by RansomHouse hackers
hn_new	Analyse des DNS-Ausfalls vom 5. Mai 2026
hn_new	Architecting on Cloudflare

Retro computing nostalgia and revival 3-6f91e0 · 23 signals · cold 2026-05-27T06:33

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Source	Title
hn_new	Posy: Mouse Cursor History (and why I made my own) [video]
hn_new	I rebuilt the Million Dollar Homepage 20 years later
hn_new	Sony's Metamorphosis: HDTV Demo Laserdisc (1990) [video]
hn_new	Screenshots of Old Desktop OSes
hn_front	Why Everyone's Picking Up a PSP Again in 2026
hn_front	Scaffold a 1990s Geocities-themed static website
hn_new	Preserving Fisher-Price Pixter
hn_front	Create a 90s GeoCities style website in seconds (Python)
hn_new	Create a 90s themed website in seconds
hn_new	Modern Games Look on CRT Monitors [video]
hn_new	Froot Loops and a Graphics Card
hn_new	The Atari 800 – By Paul Lefebvre
hn_new	Comparing a 1980s memory map to the Raspi Pico
hn_new	Rprom 7-fold Amiga 500/600/2000 from 6a/4.3 Kickstart Switcher configurable
hn_new	Pinball Dreams
hn_front	Space Cadet Pinball on Linux
hn_new	60fps Video on a CGA? – The GlyphBlaster
hn_new	Revival of Blackberry nostalgia and keyboard fuels smartphone startups
hn_new	Pixels I Have Known And Loved: Memorable pixel art from the Amiga demo scene
hn_front	PipeDream on the Acorn Archimedes
hn_new	Brightness Issue in Old S3 Graphics Cards
hn_front	Cartoon Network Flash Games
hn_new	PackRip – Browser-based Pokemon TCG pack opener (1999-2011)

Cognitive overload navigating modern uncertainty 3-eb2a3a · 23 signals · cold 2026-05-27T06:33

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Raw signals (23)

Source	Title
hn_new	Our Uncertain Uncertainties
hn_new	Why I Left the Network
hn_new	Artificial Confidence [by Corey Quinn]
hn_new	The Space Shuttle and the Horse's Rear End
hn_new	You Don't Look Like a Gamer: On Toxicity, Gatekeeping, & Women Who Share Gaming
hn_new	Idle Musings on 201
hn_new	Why This Is Not a Newsletter
hn_new	Not My Lever
hn_new	The Rise of the Bullshittery
hn_new	Access Is Not Ownership
hn_new	Knowledge is Cheap. Intelligence isn't
hn_new	Soul.md
hn_new	Jon Caramanica is a bad cliché
hn_new	A Wild Ghost Blog Appears
hn_new	Anxiety vs Depression
hn_new	Try, even if they have you cold
hn_new	Overcoming AI Anxiety
hn_new	Pitfalls of Try/Finally in Python
hn_new	The Psychology of Choice in an Age of Abundance
hn_new	Task Paralysis and AI
hn_new	Anxiety
hn_new	They don't look like me
hn_new	Analysis Paralysis: Folders

Policy friction slowing modern life flows 3-da0c78 · 24 signals · cold 2026-05-27T06:33

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Raw signals (24)

Source	Title
hn_new	Is It Too Expensive to Sell a House?
hn_new	$70 Should Be the Most Worrying Number for LNG
hn_new	Redistricting, Democrats are playing as the away team
hn_new	Rep. Crane Introduces Legislation to Pause and Reform the Broken H-1B Visa
hn_new	My writing students were using AI. Their confessions led to a teaching moment
hn_new	Red Card or Black Card? The Conscription Lottery in Thailand
hn_new	France Moves to Break Encrypted Messaging
hn_new	Who sets the Doomsday Clock – and what can they tell us about our future?
hn_new	Reactions to "We Have Learned Nothing"
hn_new	The Hunter-Gatherers Weighing Whether to Join the Modern World
hn_new	The Copyright Office wants to increase copyright registration fees
hn_new	The FCC Wants Your ID Before You Get a Phone Number
hn_new	Wanted: A new tech-industry writer for The Economist
hn_new	Aids Creeps Back in Parts of Zambia, a Year After U.S. Cuts to HIV Assistance
hn_new	Why So Few Babies? We Might Have Overlooked the Biggest Reason of All
hn_new	Bariatric surgery procedures fall below 200k, first time since 2020
hn_new	Grand Theft Oil Futures: Insider traders keep making a killing at our expense
hn_new	Open weights are quietly closing up – and that's a problem
hn_new	Open weights are quietly closing up – and that's a problem
hn_new	We Built the Permanent Record
hn_new	Mass Deportation and American Jobs
hn_new	Boris Johnson sees a "blessing" in falling British births
hn_new	State Strategies to Subvert Fraudulent Uniform Commercial Code Filings [pdf]
hn_new	Books are banned for power or fear

Tech jobs events niche products 3-5ee05e · 25 signals · cold 2026-05-27T06:33

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Raw signals (25)

Source	Title
hn_new	Nextpad++
hn_front	Substrate (YC S24) Is Hiring a Technical Success Manager
hn_front	Text Blaze (YC W21) Is Hiring for a No-AI Summer Internship
hn_new	Senior Product Engineer
hn_front	Bild AI (YC W25) Is Hiring Founding Product Engineers
hn_new	State of the Map 2027 – Call for Venues
hn_new	Copilot Builder enables welding with AI
hn_new	Remove/replace links pointing to GNOME Calendar, and update branding
hn_new	Singapore Foreign Minister to Keynote AI Engineer Singapore
hn_new	BSides Austin Is on Hold
hn_new	Learning on the Shop floor
hn_new	Large-Scale Photogrammetric Documentation of St. John's Co-Cathedral [pdf]
hn_new	Design Framework for Conversational AI, Curatorial Insights in Cultural Heritage [pdf]
hn_front	9 Mothers (YC P26) Is Hiring
hn_new	Hacktoberfest 2025
hn_new	Hobonichi Digital Planner
hn_front	Mux (YC W16) Is Hiring
hn_new	Casio S100X Japanese Lacquer Edition (JP Page Only)
hn_new	All the popular transport thinkers are convening in Bangkok in October
hn_front	GovernGPT (YC W24) Is Hiring Engineers to Build Thinking Systems in Montreal
hn_new	Olaf: Bringing an Animated Character to Life in the Physical World
hn_new	Reviving the IBM Selectric Composer Fonts (2023)
hn_new	Live blog: Code with Claude 2026
hn_front	Coverage Cat (YC S22) Seeks Fractional Engineer to build AI Growth Toolkit
hn_front	Coverage Cat (YC S22) Seeks Fractional Engineer to Build AI-Native Growth Tools

Early SaaS user acquisition struggles 3-8373b3 · 27 signals · cold 2026-05-27T06:33

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Raw signals (27)

Source	Title
reddit_saas	How do you find relevant social discussions where your SaaS can genuinely help without sounding spammy?
reddit_saas	Customer Research on Reddit?
reddit_saas	What Actually Worked Better Than Product Hunt for Early SaaS Growth
reddit_saas	Struggling to get my first users in a corporate niche. any ideas?
reddit_saas	Where on Reddit is a good place to get validation from users that my SaaS idea is even worth doing
reddit_saas	How to get intial human posts on platform?
reddit_saas	90 signups, 1 paid, verticals all over the place, how did you find your ICP early?
reddit_saas	How do indie hackers distribute their product?
reddit_saas	Got my first paid subscription, now what?
reddit_saas	how the hell do you find beta testers?
reddit_saas	How would you validate a niche sports training SaaS/app?
reddit_saas	How do you actually market your SaaS on Reddit & social without it sounding cringe or salesy?
reddit_saas	I made a working product, but...
reddit_saas	How to know when validating is complete in a SaaS??
reddit_saas	How do I get my first paid user?
reddit_saas	Honest question. How can I advertise my saas on Reddit?
reddit_saas	How to validate an idea ?
reddit_saas	Should you get testers for your SaaS or launch publicly without testers?
reddit_saas	I’ve reached my first 100 users, what's next?
reddit_entrep	How did you get your first 100 users?
reddit_saas	Where to find beta users?
reddit_saas	How did you actually get your first users?
reddit_saas	How do you find free testers for a new SaaS?
reddit_saas	Where did you find your first 10 users?
reddit_saas	Best place to launch pilots of a SaaS to get the early adaptors in?
reddit_saas	how would you validate a saas for content-heavy websites?
reddit_saas	Reddit vs. LinkedIn in idea validation and early adopters search

Frontier physics meets unexplained phenomena 3-1c10dc · 27 signals · cold 2026-05-27T06:32

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Raw signals (27)

Source	Title
hn_new	Jupiter supercomputer breaks world record with 50-qubit quantum simulation
hn_new	Show HN: Doomscroll the Goverment's UFO Files as One Gigantic Microfilm
hn_new	G = (4/3)(ℏC/m_e²)α²¹exp(−5α/2) – closed-form match to Newton's G at 1.84 ppm
hn_new	Astronomer Finds a Shortcut to Mars
hn_new	2-mile long WAR.GOV/UFO Microfilm reel
hn_new	"Cannot be explained" – New ultra stainless steel stuns researchers
hn_new	Transmission Spectroscopy of the Habitable Zone Exoplanet LHS1140B (2024)
hn_new	Surprising Signs of an Atmosphere Around a Tiny World, Billions of Miles Away
hn_new	Show HN: UAP Archive – a Rust CLI to archive war.gov/UFO Release 01
hn_new	Researchers tune Casimir force using magnetic fields
hn_new	The mangled remains of probes sent to Venus may still be there
hn_new	Physics experiment hints at the existence of 'anyon' particles
hn_new	Koide Formula for the Down Quarks
hn_new	Scientists calculate more precise estimate of how fast the universe is expanding
hn_new	War.gov/UFO/ UFO file download reference repo
hn_new	Just Show Us the Spaceships
hn_new	NASA's Next-Gen Near-Earth Asteroid Space Telescope Takes Shape
hn_front	US Government releases first batch of UAP documents and videos
hn_new	Φ³−φ⁻³=4 (exact): The transformer's ff/d ratio is algebraic, not empirical
hn_new	Silicon oscillators solve problems in seconds using semiconductors
hn_new	Great Attractor
hn_new	Hourglass nanographenes unlock strong, robust multi-spin entanglement
hn_new	Origin Story
hn_front	MIT’s virtual violin offers luthiers a new design tool
hn_new	Yellowstone's volcano may be fueled differently than previously thought
hn_new	Practical Quantum Advantage
hn_new	Light without electricity? Glowing algae could make it possible

Foundational computation formalisms and machine intelligence 3-0a5288 · 28 signals · cold 2026-05-27T06:32

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Raw signals (28)

Source	Title
hn_new	Reanimation of the First Automatic Theorem Prover (From 1956)
hn_front	Yabasic (Yet Another Basic)
hn_new	Recursion and the STP Macro Processor
hn_new	FreeBASIC
hn_new	Lojban
hn_new	Supercomputer networking to accelerate large scale AI training
hn_new	History of CRMs APL
hn_new	Pilot (Proramming Language)
hn_new	The Bottom-Up Building of a Language for Subleq with Text Macros
hn_new	Trusted Computing Frequently Asked Questions (2003)
hn_new	Stateless settlement-gated HTTP APIs using UTXO replay protection
hn_new	Mycelium: A protocol spec to replace the Web – feedback welcome
hn_new	Callbacks in C++ using template functors (Rich Hickey, 1996)
hn_new	A Generalized Technique for Symbol Manipulation and Numerical Calculation (1960)
hn_new	Project Cybersyn: Chile's Radical Experiment in Cybernetic Socialism (2023)
hn_front	Agent-harness-kit scaffolding for multi-agent workflows (MCP, provider-agnostic)
hn_new	Mizar: The first usable proof assistant for mathematics
hn_new	Practical Effect Handlers in Capability-Passing Style
hn_new	The Semantic Conception of Truth and the Foundations of Semantics(1944)
hn_new	MRC Protocol: Supercomputer networking to accelerate large scale AI training
hn_new	Openrouter SDK for Elixir
hn_new	Compaction in `Sid`: A Novel Algorithm?
hn_new	Nvidia Enterprise Reference Architectures for AI Data Centers
hn_new	Macro
hn_new	Multipath Reliable Connection spec published
hn_new	Show HN: MCP Python Hooks – sys.addaudithook and import hooks for MCP
hn_new	Show HN: Recursant, "Istio for agents", is now open source
hn_front	Show HN: Tilde.run – Agent Sandbox with a Transactional, Versioned Filesystem

Optimization, alignment, agents, environments 3-ad9262 · 28 signals · cold 2026-05-27T06:32

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Source	Title
arxiv_cslg	$\xi$-DPO: Direct Preference Optimization via Ratio Reward Margin
arxiv_cslg	TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment
arxiv_csai	A Cascaded Generative Approach for e-Commerce Recommendations
arxiv_csai	EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales
arxiv_csai	RankQ: Offline-to-Online Reinforcement Learning via Self-Supervised Action Ranking
arxiv_csai	The Semantic Training Gap: Ontology-Grounded Tool Architectures for Industrial AI Agent Systems
arxiv_csai	Unlocking LLM Creativity in Science through Analogical Reasoning
arxiv_csai	Template-as-Ontology: Configurable Synthetic Data Infrastructure for Cross-Domain Manufacturing AI Validation
arxiv_cslg	Distributional Reinforcement Learning via the Cram\'er Distance
arxiv_cslg	Do Foundation Model Embeddings Improve Cross-Country Crop Yield Generalisation? A Leave-One-Country-Out Evaluation in Sub-Saharan Africa
arxiv_cslg	Interactive Inverse Reinforcement Learning of Interaction Scenarios via Bi-level Optimization
arxiv_cslg	A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence
arxiv_cslg	From Canopy to Collision: A Hybrid Predictive Framework for Identifying Risk Factors in Tree-Involved Traffic Crashes
arxiv_cslg	Robustness of Refugee-Matching Gains to Off-Policy Evaluation Choices
arxiv_cslg	Transformer-Based Wildlife Species Classification from Daily Movement Trajectories
arxiv_csai	GraphDC: A Divide-and-Conquer Multi-Agent System for Scalable Graph Algorithm Reasoning
arxiv_csai	Fast and Effective Redistricting Optimization via Composite-Move Tabu Search
arxiv_csai	Hidden Coalitions in Multi-Agent AI: A Spectral Diagnostic from Internal Representations
arxiv_csai	Randomness is sometimes necessary for coordination
arxiv_csai	AGWM: Affordance-Grounded World Models for Environments with Compositional Prerequisites
arxiv_csai	Intelligent CCTV for Urban Design: AI-Based Analysis of Soft Infrastructure at Intersections
arxiv_csai	LANTERN: LLM-Augmented Neurosymbolic Transfer with Experience-Gated Reasoning Networks
arxiv_cslg	Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search
arxiv_cslg	Designing a double deep reinforcement learning selection tool for resilient demand prediction
arxiv_csai	Regularized Centered Emphatic Temporal Difference Learning
arxiv_csai	When Context Hurts: The Crossover Effect of Knowledge Transfer on Multi-Agent Design Exploration
arxiv_csai	Programmatic Context Augmentation for LLM-based Symbolic Regression
arxiv_csai	Automated Large-scale CVRP Solver Design via LLM-assisted Flexible MCTS

Database tech and systems programming 3-804ec9 · 28 signals · cold 2026-05-27T06:32

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Raw signals (28)

Source	Title
hn_front	Using OR-Tools CP-SAT for Scheduling Problems
hn_front	Cost of enum-to-string: C++26 reflection vs. the old ways
hn_new	C++26: Standard Library Hardening
hn_new	pg_DuckDB: DuckDB-powered Postgres for high performance apps and analytics
hn_new	Don't Hold My Data Hostage – A Case for Client Protocol Redesign (2017)
hn_new	Quack and VGI: Two Approaches to Bringing RPC to DuckDB
hn_front	Snowflake Postgres, Lakebase, HorizonDB: Picking the Lock-In You Want
hn_front	SQL: Incorrect by Construction
hn_front	Quack: The DuckDB Client-Server Protocol
hn_new	DuckDB Monthly #41
hn_new	FastChart: Native PHP extension for server-side charts, barcodes, and QR codes
hn_new	Notes from Optimizing CPU-Bound Go Hot Paths
hn_new	MobyDB – The Geospatial-Native Database
hn_new	Making cross-platform SIMD code pleasant
hn_front	Replacing a 3 GB SQLite db with a 10 MB FST (finite state transducer) binary
hn_new	Postgres on K8s with fast data branching
hn_new	Show HN: SereneUI – A VSCode-inspired, open-source UI for Postgres
hn_new	Removing fsync from our local storage engine
hn_new	Most Widely Deployed and Used Database Engine
hn_new	SQLite Archive Files
hn_new	Show HN: Sqlalchemy-Redshift Is Back: Reviving a Critical Python Data Library
hn_new	SQLite Is a Library of Congress Recommended Storage Format
hn_front	Show HN: PHP-fts – Full-text search engine in pure PHP, no extensions
hn_new	Stable Specialization in Rust
hn_new	How to Optimize MongoDB Query Performance with Indexes
hn_new	Sample Vault syncs gigabyte-scale databases from cloud to local with Turso
hn_new	Faster Timeseries Aggregations
hn_new	Direct SQL access to over 286B crypto trades

Technology reshaping urban infrastructure and surveillance 3-4bb7d9 · 29 signals · cold 2026-05-27T06:31

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Raw signals (29)

Source	Title
hn_new	Coloradan can plug his brain into a computer
hn_new	Wordle to Become Prime-Time TV Show, with Savannah Guthrie as Host
hn_new	ICE to Develop Own Smart Glasses to 'Supplement' Its Facial Recognition App
hn_new	Do city delivery drones make sense?
hn_new	Trump's Border Spending Spurs Boom in AI-Infused Surveillance
hn_new	America the Undammed
hn_new	UK wants fresh fingerprints on £300M biometrics platform
hn_new	Amazon uses its logistics empire to take on UPS and FedEx in freight, shipping
hn_new	Fake Pound Coin Database
hn_new	New York Stock Exchange to open private members' club on Wall Street
hn_new	Swift bricks to be installed on all new buildings in Scotland
hn_new	The Las Vegas Sphere Looked Like a Disaster. It's Become a Huge Hit Instead.
hn_new	Stale Gov.uk pages are feeding AI overviews old data and Brits are believing it
hn_new	Upending assumptions about learning, inspired by an AI phenomenon
hn_new	Rethinking how our brains use categories to make sense of the world
hn_new	Drone Swarms Packed into Unassuming Containers Sought by DARPA
hn_new	London's BT Tower to get rooftop swimming pool
hn_new	Gibraltar dumping all of its raw sewage into Mediterranean
hn_new	The Sights of the Venice Biennale
hn_new	Using perspective lines to identify AI generated photos
hn_new	Koreans flock to pay with their faces
hn_new	AI or a Composite? An Award-Winning Owl 'Photo' Ruffled a Lot of Feathers
hn_new	Cambridge University Raises Money to Help the Homeless in Cambridge
hn_new	The groundbreaking AI tool helping Victorian rangers protect native species
hn_new	We had people come just to see it: Amazon delivers its first UK parcels by drone
hn_new	From a Harvard dropout to Oceanco visionary: 10 facts about Gabe Newell
hn_new	Hokusai's erotic art on display at a Kabukicho noh theater
hn_new	Sting's eye-watering fortune that his 6 kids won't be inheriting
hn_new	Space-fermented sake by Japanese brewer Dassai sells for $700k

Privacy erosion, surveillance, platform control 3-8b78b0 · 30 signals · cold 2026-05-27T06:31

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Source	Title
hn_new	Car is spying on you, and it's only just the beginning
hn_front	Dutch suicide prevention website shares data with tech companies without consent
hn_new	Android Intrusion Logging as new source of data for consensual forensic analysis
hn_new	Notifications Are a Form of Surveillance
hn_front	EFF to 4th Circuit: Electronic Device Searches at the Border Require a Warrant
hn_front	Canada’s Bill C-22 Is a Repackaged Version of Last Year’s Surveillance Nightmare
hn_front	The Future of Obsidian Plugins
hn_new	LUKSbox – Store sensitive files in the cloud
hn_front	EU to crack down on TikTok, Instagram's 'addictive design' targeting kids
hn_new	EU weighs restricting use of U.S. cloud platforms to process sensitive gov data
hn_new	Reddit Starts Blocking Mobile Website, Pushing Users to App Instead
hn_new	German data protectionists push for final end to Chat Control
hn_new	Privacy, ownership, and freedom are being taken away from you
hn_new	Today Is World Password Day
hn_new	Obsidian plugin was abused to deploy a remote access trojan
hn_front	EU Parliamentary Research Service calls VPNs "a loophole that needs closing"
hn_new	Kryptor – Simple, modern, secure file encryption and signing tool
hn_new	Instagram DMs Lose End-to-End Encryption Starting Today
hn_new	Why age assurance laws matter for developers
hn_new	Reddit pushes web visitors to app
hn_new	Your Computer Doesn't Belong to You Anymore
hn_new	LUKSbox: Encrypted vaults that survive the next decade
hn_front	EU calls VPNs "a loophole that needs closing" in age verification push
hn_front	Meta Shuts Down End-to-End Encryption for Instagram Messaging
hn_new	LinkedIn profile visitor lists belong to the people, says Noyb
hn_new	USB-Vault v1.0.0 – Deterministic Password Generator
hn_new	1Password supports Credential Exchange (CXF) on mobile
hn_new	Kill SWITCH AGENDA: You'll own your car – until the government's AI
hn_new	Proton Meet
hn_new	Proton Pass roadmap: CLI with SSH agent, PAT, teams support

Biological intelligence, brain, bodies, AI 3-71f661 · 31 signals · cold 2026-05-27T06:31

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Raw signals (31)

Source	Title
hn_new	AI for Practical Longevity
hn_new	Solving Brain Aging: Fast and Slow
hn_new	Diversity and functional profile of the "microbial proteome" in fermented foods
hn_new	Influential study touting ChatGPT in education retracted over red flags
hn_new	Design of metabolism-inspired hydrogels driven by emergence of function
hn_new	Brain scans reveal how people with autistic traits connect differently
hn_front	UCLA discovers first stroke rehabilitation drug to repair brain damage (2025)
hn_new	Contra Kotler and Friston on 'the body keeps the score'
hn_new	Geometry of the cumulant series in diffusion MRI
hn_new	New CRISPR Could Treat Viral Infection and Cancer by Shredding Sick Cells' DNA
hn_new	Social Cognition and Interpersonal Violence
hn_new	Brain motion is driven by mechanical coupling with the abdomen
hn_new	Study: Egg consumption is associated with a lower risk of Alzheimer's Disease
hn_new	Global reorganization of genome architecture at the transition to gametogenesis
hn_new	Widely reported study suggesting divorce more likely when wives fall ill axed
hn_new	The AI Revolution in Cancer
hn_new	Marrying for power: Gendered alliances in mafias
hn_new	Studies on animal minds suggests consicousness is not computation [pdf]
hn_new	Men, masculinities, and the planet at the end of (M)Anthropocene
hn_new	Encountering Artificial Intelligence: Ethical and Anthropological Investigations
hn_new	Alkaline-Activated Coal Gangue-Based Geopolymer Grouting Material
hn_new	What's the difference between a good thought experiment and a bad one?
hn_new	Aphasia
hn_new	MicroSplit: Semantic unmixing of fluorescent microscopy data
hn_new	Untangling Entanglement: Does Science Support Physicalism?
hn_new	Omega-3 supplements may be linked to faster cognitive decline in seniors
hn_new	Uantifying Voter Biases in Online Platforms: An Instrumental Variable Approach
hn_new	View of Life: A Letter to Richard Dawkins
hn_new	Social media interaction affects wildfire response costs
hn_new	Egg Intake and the Incidence of Alzheimer's Disease in Adventist Health Study-2
hn_new	Safety-Assessed Enterococci as Starters for Production of Soy Yoghurt

Digital culture, humans, children, mortality 3-e10de8 · 34 signals · cold 2026-05-27T06:31

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Raw signals (34)

Source	Title
hn_new	AOHell
hn_new	Why Airport Security Feels Random
hn_front	The Adventure Family Tree (2024)
hn_new	A Software Engineer's Guide to Predictable Home Espresso
hn_new	The Unwanted and Unneeded Return of the R-Word
hn_front	I keep tripping over "true, false, true"
hn_front	The Adventure Family Tree
hn_new	The new Wild West of AI kids' toys
hn_new	Freediving, Embodiment and Humanity
hn_new	The Struggle Is Gone
hn_front	Traces Of Humanity
hn_new	Six Selfish Reasons to Have Kids
hn_front	Rotten Dot Com
hn_new	Tracesofhumanity.org by Joanna Rutkowska
hn_new	Occupations with the Highest Divorce Rates
hn_new	Thinking of the Children
hn_new	'Try, Score, Change': Reinforcement Learning for Children
hn_new	Death of a Software Developer
hn_new	Never Talk about Goblins
hn_new	The Audience Nobody Saw
hn_front	Roadside Attraction
hn_new	A Tale of Two Artisans
hn_new	The Mirror Is Part of the Machine
hn_new	Red, White, and Psychedelic
hn_new	What it feels like to swap
hn_new	Null loop solves AI Model Collapse
hn_new	What It Feels Like to Do Data Science
hn_new	Red Button, Blue Button
hn_new	The [hallucinated] –I-tell-you-shut-up flag
hn_new	Permacomputing Principles
hn_new	Agents of Chaos
hn_new	Programmers Spend Their Time – Probably Dance
hn_new	The vi Family
hn_new	When do we know someone has died

Solo SaaS struggle: sales, billing, growth 3-957cb9 · 39 signals · cold 2026-05-27T06:31

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Raw signals (39)

Source	Title
reddit_saas	Anybody here who launched their SaaS on Product Hunt?
reddit_saas	Is it possible to build SaaS apps while working a full-time job?
reddit_saas	Why are you building a SaaS? Genuinely asking.
reddit_saas	Every week feels like a billing disaster for my saas
reddit_saas	Failed payments
reddit_saas	Saas for roofing contractors
reddit_saas	How do solo SaaS founders build trust in long-term stability?
reddit_saas	People making similar SaaS like mine are making good money, but i cant even get one sale.
reddit_saas	Failed subscription payment recovery
reddit_saas	Hello there, I’m building SaaS products. Generally I’m creating self-improvement space with quiz, riddles, advices and suggestions depend on
reddit_saas	what is your main pain in marketing of your saas?
reddit_saas	Just a normal CS graduate wants additional income.
reddit_saas	How should be your pitching style...?
reddit_saas	Does usage-based billing subscription can reduce churn or just create revenue unpredictability?
reddit_saas	I’ve built a nice saas product on Replit
reddit_saas	When you got your first $ from SaaS ?
reddit_saas	How long until 1st customer?
reddit_saas	Some of our users need 3M credits a month on a tool priced at 500€/month. Curious how other SaaS handle this
reddit_saas	There are so many posts about SaaS success. What am I doing wrong?
reddit_saas	What's your biggest problem right now, and how much are you willing to pay to solve it?
reddit_saas	How do you handle multiple sites being saas developer?
reddit_saas	starting new SaaS
reddit_saas	How did you achieve 1,000’s of views on your SaaS?
reddit_saas	Is distribution the problem to solve
reddit_saas	Just want say Hello !
reddit_saas	B2C SAAS Founders Tips Needed
reddit_saas	Has anyone here built a SaaS app and successfully sold it online?
reddit_saas	Hey SaaS Founders what is your 1# Struggle now in Scaling your SaaS product?
reddit_saas	Founders are you listening?
reddit_saas	I have created a simple Saas, i dont know how to advertise it
reddit_saas	Saas beginners
reddit_saas	How many visitors do you get via product hunt
reddit_saas	New to SaaS marketing -> how should I get started?
reddit_saas	Two sites, what now?
reddit_saas	Popular SAAS but struggling at marketing and getting exposure
reddit_saas	Going to launch my first Saas
reddit_saas	I have tried to make a SAAS app for first time, need some advice
reddit_saas	The hardest part of starting a new SaaS is to get the first few customers. Founders who succeed with this, who are your first 3 customers an
reddit_saas	Going to launch my first Saas within 7 days

AI disrupting software engineering careers/practices 3-e02f20 · 40 signals · cold 2026-05-27T06:30

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Raw signals (40)

Source	Title
hn_new	Revisiting "No Silver Bullets" in the Age of AI
hn_new	The Cults of TDD and GenAI
hn_new	Onboarding with LLMs
hn_front	Software engineering may no longer be a lifetime career
hn_new	Success Metric Is the Hammer
hn_new	The Heap, the software engineering blog for everyone
hn_new	The Dev Ladder comes back home
hn_new	Why You Actually Want Machines Writing the Code for Your Next Flight
hn_new	Addressing GitHub's recent availability issues
hn_front	An AI coding agent, used to write code, needs to reduce your maintenance costs
hn_new	¡Hola, soy DORA. Why hasn't AI improved my metrics?
hn_new	You Need AI That Reduces Maintenance Costs
hn_front	PS3 Emulator Devs Politely Ask That People Stop Flooding It with AI PRs
hn_new	Vibe Maintainer
hn_new	Engineering Strategy and Planning
hn_new	PRD Driven Development
hn_new	Programming as Theory Building-Peter Naur[pdf]
hn_new	The Death of the Roadmap
hn_new	Write programs you can still hack when you feel dumb
hn_new	Optimize for change not application performance
hn_front	Read Programming as Theory Building
hn_new	AI makes weak engineers less harmful
hn_new	Why LLM-as-judge fails for code evaluation
hn_new	Your ERP Has a New Coworker. Here's What You Need to Know
hn_new	Idempotency Is Easy Until the Second Request Is Different
hn_new	Motivation, Productivity Barriers, and Engineering Friction
hn_new	Progressively Improving a Ball of Mud
hn_new	Mythical Man Month
hn_new	Compressed Cognition: The Cost of Faster Coding
hn_new	AI, Constraints, and the Future of Software Engineering
hn_new	GitHub outage: CCR and CCA failing to start for PR comments
hn_new	How programmers are feeling about AI
hn_new	We Need a Neural Network (2006)
hn_front	Programming Still Sucks
hn_new	AI, Computer Literacy, and the New Divide
hn_new	Rails Security, AI, and IBB
hn_new	Do we even need a better GitHub?
hn_new	The April every AI plan broke
hn_new	Meshcore Is Having a Week
hn_front	Vibe coding and agentic engineering are getting closer than I'd like

Neural efficiency, robustness, interpretability methods 3-1b0e4d · 44 signals · cold 2026-05-27T06:30

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Raw signals (44)

Source	Title
arxiv_cslg	Interpretable EEG Microstate Discovery via Variational Deep Embedding: A Systematic Architecture Search with Multi-Quadrant Evaluation
arxiv_cslg	QuIDE: Mastering the Quantized Intelligence Trade-off via Active Optimization
arxiv_cslg	Steering Without Breaking: Mechanistically Informed Interventions for Discrete Diffusion Language Models
arxiv_cslg	Rotation-Preserving Supervised Fine-Tuning
arxiv_cslg	Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization
arxiv_cslg	LEAP: Unlocking dLLM Parallelism via Lookahead Early-Convergence Token Detection
arxiv_cslg	Structural Interpretations of Protein Language Model Representations via Differentiable Graph Partitioning
arxiv_cslg	AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines
arxiv_cslg	Seeing the Needle in the Haystack: Towards Weakly-Supervised Log Instance Anomaly Localization via Counterfactual Perturbation
arxiv_cslg	SURGE: Surrogate Gradient Adaptation in Binary Neural Networks
arxiv_cslg	Test-Time Personalization: A Diagnostic Framework and Probabilistic Fix for Scaling Failures
arxiv_csai	The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes
arxiv_csai	Don't Look at the Numbers: Visual Anchoring Bias and Layer-wise Representation in VLMs
arxiv_csai	Rethinking LLMOps for Fraud and AML: Building a Compliance-Grade LLM Serving Stack
arxiv_csai	LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer?
arxiv_cslg	BaLoRA: Bayesian Low-Rank Adaptation of Large Scale Models
arxiv_cslg	Statistical Inference and Quality Measures of KV Cache Quantisations Inspired by TurboQuant
arxiv_cslg	The Safety-Aware Denoiser for Text Diffusion Models
arxiv_cslg	Block-Wise Differentiable Sinkhorn Attention: Tail-Refinement Gradients with a Gap-Aware Dustbin Bridge
arxiv_cslg	Towards Universal Gene Regulatory Network Inference: Unlocking Generalizable Regulatory Knowledge in Single-cell Foundation Models
arxiv_cslg	Towards Customized Multimodal Role-Play
arxiv_csai	Where Reliability Lives in Vision-Language Models: A Mechanistic Study of Attention, Hidden States, and Causal Circuits
arxiv_csai	Spatial Priming Outperforms Semantic Prompting: A Grid-Based Approach to Improving LLM Accuracy on Chart Data Extraction
arxiv_csai	Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria
arxiv_cslg	RateQuant: Optimal Mixed-Precision KV Cache Quantization via Rate-Distortion Theory
arxiv_cslg	LKV: End-to-End Learning of Head-wise Budgets and Token Selection for LLM KV Cache Eviction
arxiv_cslg	Breaking the Illusion: When Positive Meets Negative in Multimodal Decoding
arxiv_cslg	Toeplitz MLP Mixers are Low Complexity, Information-Rich Sequence Models
arxiv_cslg	Conditional generation of antibody sequences with classifier-guided germline-absorbing discrete diffusion
arxiv_cslg	Enabling Unsupervised Training of Deep EEG Denoisers With Intelligent Partitioning
arxiv_csai	CASCADE: Case-Based Continual Adaptation for Large Language Models During Deployment
arxiv_csai	PRISM: Perception Reasoning Interleaved for Sequential Decision Making
arxiv_cslg	MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning
arxiv_cslg	EdgeRazor: A Lightweight Framework for Large Language Models via Mixed-Precision Quantization-Aware Distillation
arxiv_cslg	Investigating Trustworthiness of Nonparametric Deep Survival Models for Alzheimer's Disease Progression Analysis
arxiv_cslg	Improving Medical VQA through Trajectory-Aware Process Supervision
arxiv_cslg	LAWS: Learning from Actual Workloads Symbolically -- A Self-Certifying Parametrized Cache Architecture for Neural Inference, Robotics, and E
arxiv_cslg	FlatASCEND: Autoregressive Clinical Sequence Generation with Continuous Time Prediction and Association-Based Pharmacological Testing
arxiv_cslg	Sparse Autoencoder Decomposition of Clinical Sequence Model Representations: Feature Complexity, Task Specialisation, and Mortality Predicti
arxiv_csai	ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor
arxiv_csai	Temporal Reasoning Is Not the Bottleneck: A Probabilistic Inconsistency Framework for Neuro-Symbolic QA
arxiv_csai	Parallel Prefix Verification for Speculative Generation
arxiv_csai	From Parameter Dynamics to Risk Scoring : Quantifying Sample-Level Safety Degradation in LLM Fine-tuning
arxiv_csai	ADAPTS: Agentic Decomposition for Automated Protocol-agnostic Tracking of Symptoms

Agentic LLM capability, safety, evaluation 3-002d7c · 54 signals · cold 2026-05-27T06:30

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Raw signals (54)

Source	Title
arxiv_cslg	SkillGen: Verified Inference-Time Agent Skill Synthesis
arxiv_csai	OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents
arxiv_csai	Do Vision-Language-Models show human-like logical problem-solving capability in point and click puzzle games?
arxiv_csai	PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement
arxiv_csai	Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights
arxiv_csai	On Distinguishing Capability Elicitation from Capability Creation in Post-Training: A Free-Energy Perspective
arxiv_csai	MemQ: Integrating Q-Learning into Self-Evolving Memory Agents over Provenance DAGs
arxiv_csai	SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents
arxiv_csai	PLACO: A Multi-Stage Framework for Cost-Effective Performance in Human-AI Teams
arxiv_csai	CoCoDA: Co-evolving Compositional DAG for Tool-Augmented Agents
arxiv_csai	Belief or Circuitry? Causal Evidence for In-Context Graph Learning
arxiv_csai	Political Plasticity: An Analysis of Ideological Adaptability in Large Language Models
arxiv_csai	Alignment as Jurisprudence
arxiv_csai	The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
arxiv_csai	Measuring What Matters: Benchmarking Generative, Multimodal, and Agentic AI in Healthcare
arxiv_cslg	Semantic State Abstraction Interfaces for LLM-Augmented Portfolio Decisions: Multi-Axis News Decomposition and RL Diagnostics
arxiv_csai	More Thinking, More Bias: Length-Driven Position Bias in Reasoning Models
arxiv_csai	From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
arxiv_csai	When Does a Language Model Commit? A Finite-Answer Theory of Pre-Verbalization Commitment
arxiv_csai	Weblica: Scalable and Reproducible Training Environments for Visual Web Agents
arxiv_csai	Towards Security-Auditable LLM Agents: A Unified Graph Representation
arxiv_csai	Uneven Evolution of Cognition Across Generations of Generative AI Models
arxiv_csai	Extracting Search Trees from LLM Reasoning Traces Reveals Myopic Planning
arxiv_csai	Understanding Annotator Safety Policy with Interpretability
arxiv_csai	Partial Evidence Bench: Benchmarking Authorization-Limited Evidence in Agentic Systems
arxiv_csai	BALAR : A Bayesian Agentic Loop for Active Reasoning
arxiv_csai	When Helpfulness Becomes Sycophancy: Sycophancy is a Boundary Failure Between Social Alignment and Epistemic Integrity in Large Language Mod
arxiv_csai	Agentic Retrieval-Augmented Generation for Financial Document Question Answering
arxiv_csai	LaTA: A Drop-in, FERPA-Compliant Local-LLM Autograder for Upper-Division STEM Coursework
arxiv_csai	From History to State: Constant-Context Skill Learning for LLM Agents
arxiv_csai	The Geopolitics of AI Safety: A Causal Analysis of Regional LLM Bias
arxiv_csai	Authorization Propagation in Multi-Agent AI Systems: Identity Governance as Infrastructure
arxiv_csai	Intentionality is a Design Decision: Measuring Functional Intentionality for Accountable AI Systems
arxiv_cslg	Single-Position Intervention Fails: Distributed Output Templates Drive In-Context Learning
arxiv_csai	LCM: Lossless Context Management
arxiv_csai	Actionable Real-Time Modeling of Surgical Team Dynamics via Time-Expanded Interaction Graphs
arxiv_csai	Pro$^2$Assist: Continuous Step-Aware Proactive Assistance with Multimodal Egocentric Perception for Long-Horizon Procedural Tasks
arxiv_csai	Agent Island: A Saturation- and Contamination-Resistant Benchmark from Multiagent Games
arxiv_csai	The Scaling Properties of Implicit Deductive Reasoning in Transformers
arxiv_csai	Deployment-Relevant Alignment Cannot Be Inferred from Model-Level Evaluation Alone
arxiv_csai	How Does Thinking Mode Change LLM Moral Judgments? A Controlled Instant-vs-Thinking Comparison Across Five Frontier Models
arxiv_csai	SensingAgents: A Multi-Agent Collaborative Framework for Robust IMU Activity Recognition
arxiv_csai	AuditRepairBench: A Paired-Execution Trace Corpus for Evaluator-Channel Ranking Instability in Agent Repair
arxiv_csai	CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing
arxiv_csai	Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense
arxiv_csai	Making the Invisible Visible: Understanding the Mismatch Between Organizational Goals and Worker Experiences in AI Adoption
arxiv_csai	Are you with me? A Framework for Detecting Mental Model Discrepancies in Task-Based Team Dialogues
arxiv_csai	Learning Correct Behavior from Examples: Validating Sequential Execution in Autonomous Agents
arxiv_csai	Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks?
arxiv_csai	Stop Automating Peer Review Without Rigorous Evaluation
arxiv_csai	Evaluating Prompting and Execution-Based Methods for Deterministic Computation in LLMs
arxiv_csai	cotomi Act: Learning to Automate Work by Watching You
arxiv_csai	Enhancing Agent Safety Judgment: Controlled Benchmark Rewriting and Analogical Reasoning for Deceptive Out-of-Distribution Scenarios
arxiv_csai	Revisiting the Travel Planning Capabilities of Large Language Models

AI-native productivity tools flood market 3-6cef90 · 49 signals · cold 2026-05-25T06:37

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (49)

Source	Title
hn_new	Agent-Friendly Documentation Spec
hn_new	I built a free PII scanner for LLM prompts. No signup needed
hn_new	Show HN: TextifyALL – AI transcription with zero file size or duration limits
hn_new	Show HN: Agentic productivity platform for high perfomers
hn_new	FormulaBase: A Markdown editor with LaTeX support
hn_new	I built a simpler, more powerful "Dropbox" for devs and creators
hn_new	DepthWork – iOS app that scores focus quality with a neuroscience-based index
hn_new	AIQ Rank – a score for how AI-native your workflow is
hn_new	PaidSync, Run Google/Meta/LinkedIn/TikTok Ads from Claude or ChatGPT
hn_new	Show HN: I built a mobile website builder on the Claude Agent SDK
hn_new	Show HN: The Extensions Scraping Your AI Chats
hn_new	Cotypist – AI Autocomplete for Mac
hn_new	Website AI Stack Score
hn_new	Show HN: Screen Break Keeper – Pet-themed fullscreen breaks in Chrome (zero AI)
hn_new	MDL: Endless Visual Novel Engine Powered by AI
hn_new	Timebook – Time tracking and invoicing your AI agent can use
hn_new	Tubestack: YouTube <> Substack
hn_new	Fluiq – LLM observability, evals and optimization in two lines of Python
hn_new	I have build "Cursor for everything" desktop app
hn_new	Show HN: Launch Party – a community for early-stage B2B SaaS founders
hn_new	Agent VCR – Time-travel debugging for LLM agents (rewind, edit state, resume)
hn_new	Show HN: PerceptAI – Give AI agents eyes on any screen, not just browsers
hn_new	Terax – A Lightweight AI Terminal
hn_new	Show HN: I made an AI tool to keep my browser tabs clean
hn_new	Show HN: Free Google Places API alternative using OpenStreetMap (no API key)
hn_new	Blink – AI Assistant
hn_new	Show HN: TokReach – US TikTok as a Service
hn_new	ToolOps: One Decorator Away from Production-Ready AI Agents
hn_new	Blog widget that switches 14 languages instantly, scroll preserved
hn_new	Built my own HTML Wiki
hn_new	Show HN: A search engine for deleted YouTube videos (1.5B+ indexed since 2005)
hn_new	OpenSpec – a lightweight AI-driven spec framework
hn_new	Social Interaction Trainer
hn_new	I built a WP plugin to solve the "AI Search" problem (YouTube-to-Blog and RAG)
hn_new	Show HN: AICW Video open-source to cut video into clips with captions, voiceover
hn_new	Grok TTS: X's Latest TTS Model Sets a New Baseline
hn_new	Show HN: Production-Ready MERN Job Board Template
hn_new	Show HN: Ikka – Zimbabwean Based News Aggregator
hn_new	Show HN: Agent-skills-eval – Test whether Agent Skills improve outputs
hn_new	Show HN: CRO analysis tool that finds conversion issues
hn_new	Blink – AI Assistant. A knowledge destination
hn_new	Dashboard tracking the 100-day promises of the Nepali government
hn_new	PatchSiren – stack-aware CVE alerts. What would make this useful?
hn_new	Budgetbreeze: AI-Assisted Personal Finance
hn_new	TogetherLoop – Social media minus the nonsense
hn_new	We Built an AI Recruiter That Conducts Interviews on Google Meet
hn_new	Cisco open sources toolkit for tracing AI model lineage
hn_new	Swival: A coding agent for any model
hn_new	Show HN: I built an open-source email builder, alternative to Beefree/Unlayer

Low-level language and compiler exploration 3-e3a613 · 49 signals · cold 2026-05-25T06:37

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (49)

Source	Title
hn_new	Tep: A Sinatra-flavoured framework that compiles to a native binary via Spinel
hn_new	Show HN: FreedomLang, a small AOT language where the compiler is just JavaScript
hn_new	I asked a LLM to create a language and then make a NES emulator
hn_new	Allowlisting Config Capabilities by Embedding Rye in Go
hn_new	Show HN: I made a weird language and if you no think it dumb, I want your help
hn_new	The Underhanded C Contest
hn_front	Linux Terminal Memory Usage
hn_front	Library for fast mapping of Java records to native memory
hn_new	Pull Request: Java language implementation of value classes and objects
hn_front	CUDA-oxide: Nvidia's official Rust to CUDA compiler
hn_new	A Technical Guide to Compiling Emacs for Performance on Linux and Unix Systems
hn_new	Tiny C Compiler
hn_new	Ru-ST: A Rust Toolchain for Atari ST Targets
hn_new	MoonBit 0.9 Introduces First-Class Formal Verification
hn_new	Projecting React
hn_new	Building a Memory Allocator from Scratch in C
hn_new	Lython: Experimental Python compiler toolchain based on LLVM
hn_new	The Linux Kernel Startup
hn_front	7 lines of code, 3 minutes: Implement a programming language (2010)
hn_front	FreeBSD – A Lesson in Poor Defaults
hn_new	Mech is a programming language for building data-driven systems robots, games
hn_new	Notes on using GNU Emacs' Tramp system in an unusual shell environment
hn_front	Show HN: Rust but Lisp
hn_new	FreeBSD Pkgbase Minor Upgrades
hn_front	Local privilege escalation via execve()
hn_new	Bun's rewrite from Zig to Rust passes 99.8% of testsuite
hn_new	Rust but Lisp
hn_front	FreeBSD: Local Privilege Escalation via Execve()
hn_front	Bun's experimental Rust rewrite hits 99.8% test compatibility on Linux x64 glibc
hn_front	Bun ported to Rust in 6 days
hn_new	Darwinian – A self-evolving system optimizer written in Rust
hn_new	Mypy 2.0 Relased
hn_new	The Consolidation of Programming Languages?
hn_new	Nvidia releases CUDA-Oxide 0.1 for experimental Rust-to-CUDA compiler
hn_new	I built godom: Go owns the DOM and the browser is just a rendering surface
hn_new	Rakudo – Raku on MoarVM, JVM, and JavaScript
hn_front	You gave me a u32. I gave you root. (io_uring ZCRX freelist LPE)
hn_front	The React2Shell Story
hn_front	Mojo 1.0 Beta
hn_new	Show HN: Trust – Coding Rust like it's 1989
hn_new	Immer: Immutability the easy way (2018)
hn_new	Zustand: Bear necessities for state management in React
hn_new	Umka: A statically typed embeddable scripting language
hn_new	Riju: Fast online playground for every programming language
hn_new	Show HN: I wrote a flight simulator in my own programming language
hn_new	Solod v0.1: Go ergonomics, practical stdlib, native C interop
hn_new	All one-byte program names in Nixpkgs
hn_new	OpenBSD Stories: The closest thing to cute kittens (OpenBSD/zaurus)
hn_new	Making your own programming language is easier than you think (but also harder)

Developer tooling trust security failures 3-393eb6 · 50 signals · cold 2026-05-25T06:37

Failed at: verifier Filters that disagreed:

Distribution reachable
Provider displacement <50%

Raw signals (50)

Source	Title
hn_new	SSHD Log Security Analysis - popular languages SDKs
hn_new	Building a devcontainer: workspace mounts, DNS wildcards and /etc./resolv.conf
hn_new	CERN KiCad Libraries
hn_new	Why Optimistic Merging Works Better (2015)
hn_new	Got tired of paying for 6 Shopify tools that didn't talk to each other
hn_new	Through the looking glass of benchmark hacking
hn_new	No more Access Denied – I am TrustedInstaller(2023)
hn_new	I Built an AliExpress Homelab, Is It Surprisingly Good or Total E-Waste?
hn_new	Golden Testing a CAD Library
hn_new	How to not screw up a benchmark
hn_new	Delightfully Boring, Carefully Crafted: The Story Behind Geocodio's Redesign
hn_front	Out with the JavaScript, in with the HTML
hn_new	Human-in-the-loop code review tool for AI-generated changes
hn_new	It's like a web view, but native
hn_new	How to Turn a Free Community into $8K+/Mo Without Losing Members
hn_new	Self-upgradable software: A Pi setup
hn_new	I scanned 100 random Supabase projects. 22% leak user data anonymously
hn_new	Show HN: Kheeper, a registry designed for bootable images
hn_new	Catch breaking API changes before merge
hn_new	Vibe-Coded Apps Expose Corporate and Personal Data on the Open Web
hn_new	One Agent Sandbox Is Not Enough
hn_new	Lies, damned lies, and Elastic's benchmarks
hn_new	How to recruit junior/graduate software developers (2020)
hn_new	Expo Development Lifecycle – From Code to Play Store
hn_new	Angular Long-Term Support (LTS) Proposal for Enterprise Development
hn_new	Wonky Software Supply Chains
hn_new	The Shadow Admin Threat: AI Agents Creating Undetectable Backdoors
hn_new	Show HN: I audited my own back ends on 5 BaaS – leak in every one
hn_new	Lanzaboote – NixOS Secure Boot
hn_new	Changing how we talk about software (2024)
hn_new	Five Years of Freelancing – A Recap
hn_new	A History of IDEs at Google
hn_new	Practice reviewing risky AI-generated engineering output
hn_new	Databricks Apps Tutorial: Scalable Streamlit Modular Template for Production
hn_new	Sociotechnical Architecture Reviews: Understanding Teams, Not Just Artefacts
hn_new	Go's regular expressions are either slow or even slower than expected
hn_new	An Agent Run Is Not Done When the Model Stops Talking
hn_new	Guide for Migrarting from Radix UI to Base UI
hn_new	What Changed My Mind About Dependency Injection in TypeScript
hn_new	Two Chapters on Code Reviews Worth Your Afternoon
hn_new	DeepSeek-v4-Pro and Hermes: Unauthorized Modification of Security Controls
hn_new	The surprisingly complex journey to text-selectable client-side generated PDFs
hn_new	How Claris is building for what comes next
hn_new	Diskless Linux boot using ZFS, iSCSI and PXE
hn_front	How I made $350K from an open-source JavaScript library using dual licensing
hn_new	Anatomy of a GitHub Sponsor Memecoin Consent Gap
hn_new	Going Full Time on Open Source
hn_new	Dogfooding Is the New Code Review
hn_new	How AI Benchmarks Work – and When Scores Mislead
hn_new	How Google achieved 6x faster migration from TensorFlow to Jax

AI agent reality check emerges 3-0f3db9 · 57 signals · cold 2026-05-25T06:36

Failed at: verifier Filters that disagreed:

Scalable revenue
Provider displacement <50%

Raw signals (57)

Source	Title
hn_new	The Download: a Nobel winner on AI, and the case for fixing everything
hn_new	Why AI Projects Fail
hn_new	AI Will Hit a Wall in 2026, if nothing changes [video]
hn_new	I Want to Be a von Neumann Probe: Why We Need to Fix AI Safety
hn_new	On the Probable Irreversibility of the Kurzweilian Singularity
hn_new	AI Agents Under EU Law
hn_new	Agentic Search Models
hn_new	Human-in-the-Loop Done Right
hn_new	Implementing advanced AI technologies in finance
hn_new	Three things in AI to watch, according to a Nobel-winning economist
hn_new	The Anti-Singularity – LessWrong
hn_new	LLMs Are a Siren Song
hn_new	I tried building AI agents and ended up needing an institution
hn_new	Meta-Meta-Prompting: The Secret to Making AI Agents Work
hn_new	AI Hype vs. AI Reality
hn_new	Agentic AI vs. AI Agents: The Governance Shift
hn_new	Why MistralAI Grows Faster Than OpenAI/Anthropic
hn_new	Podatek od narzędzi. Dlaczego serwery MCP pożerają Twój budżet na AI
hn_new	Build a Basic AI Agent from Scratch
hn_new	When Will Early Startup Employees Get Their Fair Share?
hn_new	Meta's Hyperagents and Self-Correcting Agents
hn_new	SkillOS: Learning Skill Curation for Self-Evolving Agents
hn_new	What's Wrong with AI?
hn_new	End of Money: Elon Musk, 100 TW of Compute and the New Economics of Abundance
hn_new	A Chinese court sets limits on the dismissal of a worker replaced by AI
hn_new	Why "Consensus" Is Failing AI: My Research into the Hallucination Tax
hn_new	Testing an AI Agent Harness over a Few Weekends
hn_new	Recursive Multi-Agent Systems
hn_new	Make America AI-Ready
hn_new	Make America AI Ready: Strengths, Weaknesses, and Recommendations
hn_new	Diversity as the Bottleneck in Self-Play
hn_new	AI Productivity Fails
hn_new	Misplaced Panic over AI Progress
hn_new	The AI That Took a Sunday Off
hn_new	2026 is the year you stop reading code
hn_new	The Darwinian Honeymoon – Why I am not as impressed by human progress as I used
hn_new	Compensation in AI Tokens?
hn_new	A Chatbot Masters?
hn_new	Save the Taxi Drivers
hn_new	Global AI Diffusion in Q1 2026 – Microsoft
hn_new	People and Timeline of Modern AI
hn_new	The left-wing case for AI
hn_new	AI in the sky: Inside the FAA plan to overhaul air traffic
hn_new	It Was a Good Quarter for "Other Income" [A16Z Charts on AI Growth]
hn_new	LLMs are underutilized due to sub optimal management
hn_new	Consuming too much AI can be bad. Data on 'tokenmaxxing' reveals a better way
hn_new	What an AI productivity surge would mean for the fiscal outlook
hn_new	Chasing AI Memory SOTA: Beating the Benchmark, Missing the Point
hn_new	Anthropomorphism Is the New Skeuomorphism
hn_new	Mapping Project Complexity with AI
hn_new	15 things I learnt launching AI projects in Government (4-part blog post)
hn_new	Show HN: AI VC Landscape – 666 Deals Mapped by Stage, Geography, and Founders
hn_new	Architectural Framework for Agentic AI in Identity and Eligibility
hn_new	If AI cuts jobs, it would also threaten Social Security and Medicare
hn_new	California Cops Will Start Giving Tickets to Driverless Cars
hn_new	Don't trust large context windows
hn_new	ArcKit – The Agentic AI Architecture Governance for Governments

LLM capabilities, safety, and deployment 3-22ed72 · 66 signals · cold 2026-05-25T06:36

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (66)

Source	Title
hn_new	Attacking LLMs for Fun and Profit
hn_new	TorchLean: Verified Neural Networks in Lean
hn_front	Deterministic Fully-Static Whole-Binary Translation Without Heuristics
hn_new	How LLMs Work
hn_new	Reasoning-core: 130M-param guardrail keeping AI agents honest
hn_new	Hi-Vis: one-shot jailbreak disguised as LLM "software patch" reaching 100% ASR
hn_new	Mm-ctx – fast, multimodal context for agents
hn_new	Nearly Optimal Attention Coresets
hn_front	Beyond Semantic Similarity
hn_new	Thinking Machines: AI that can respond during the interaction
hn_front	Interaction Models
hn_new	Using LLM in the shebang line of a script
hn_front	Interfaze: A new model architecture built for high accuracy at scale
hn_new	Cuarzo-100K v2 – Python↔EN/ES/FR/ZH, 100% AST verified across all 4 languages
hn_new	Local LLM Speed Calculator
hn_new	The Local AI Moat
hn_new	Model Drift in AI Systems: A Framework for Detection, Auditing, and Mitigation [pdf]
hn_new	Visual Generation Unlocks Human-Like Reasoning Through Multimodal World Models
hn_new	Neural Machine Perception
hn_front	Running local models on an M4 with 24GB memory
hn_new	Lorein – A Persistent, Local-First AI Architecture [pdf]
hn_new	Local AI needs to be the norm
hn_new	Training an LLM in Swift, Part 1: Taking matrix mult from Gflop/s to Tflop/s
hn_new	The Faith AI Covenant
hn_new	LLM Inference Throughput Rises 4.5x with Parallel Verification
hn_new	Pushing Local Models with Focus and Polish
hn_new	LLM built for 12M-token reasoning
hn_new	Let the Barbarians In
hn_new	Extracting alignment data in open models
hn_front	LLMorphism: When humans come to see themselves as language models
hn_new	Could Frontier AI Researchers Collectively Slow the Race? A Conditional Pledge
hn_new	OpenSwarm – High-Performance AI Swarms with OpenSwarm
hn_new	Matrix Chat with Embed Search Engine
hn_new	Local Models Are Not Frontier. They Are Enough
hn_new	Tracing tokens through Llama 3.1 8B inference on H100s
hn_new	Reducing TTFT by CPUMaxxing Tokenization
hn_new	Towards Compute-Aware In-Switch Computing for LLMs on Multi-GPU Systems
hn_new	The next biggest moat in AI
hn_new	Gemma Chat: Offline Vibe Coding on Apple Silicon
hn_new	AI Accelerator UALink Maintains Rapid Update Pace- EE Times
hn_new	The context window has been shattered: Subquadratic debuts a 12M token window
hn_new	Novo Navis Intelligence Sobers Up the AI Community
hn_new	Self-Fulfilling Misalignment Data Might Be Poisoning Our AI Models (2025)
hn_new	The Architecture of Local-First Web Development
hn_new	UniPool: A Globally Shared Expert Pool for Mixture-of-Experts
hn_new	LLMs Corrupt Your Documents When You Delegate
hn_new	LeWorldModel: Stable End-to-End Predictive Architecture from Pixels
hn_front	Can LLMs model real-world systems in TLA+?
hn_new	AI in B2B Sales: How Managed Loops Are Replacing CRM Services
hn_new	Tensor Network Attention
hn_new	Span Announces XFRA, a Mini Household Data Center
hn_new	Llama and Spec: MTP Support
hn_new	Fooling large language models just keeps getting simpler
hn_front	Making LLM Training Faster with Unsloth and NVIDIA
hn_new	Subquadratic claims to have fixes attention scaling with 12M context window
hn_new	How Unsloth and Nvidia made LLM training 25% faster on consumer GPUs
hn_new	Stackit and neuland.ai aim to provide LLMs in European data centers
hn_new	Don't Automate Your Moat: Matching AI Autonomy to Risk and Competitive Stakes
hn_new	LAWS: A new transform operation turning LLM inference into cheap cache lookups
hn_new	ProgramBench: Can Language Models Rebuild Programs from Scratch?
hn_new	How AI Works Under the Hood – LLMs Explained with Code
hn_new	TokenSpeed: A Speed-of-Light LLM Inference Engine for Agentic Workloads
hn_new	Model Spec Midtraining: Improving How Alignment Training Generalizes
hn_new	A Grand Challenge for Reliable Coding in the Age of AI Agents
hn_new	Show HN: Try out emotion steering of LLMs here
hn_new	Gavel: Towards Rule-Based Safety Through Activation Monitoring

AI tools, security, community ownership 3-85994c · 73 signals · cold 2026-05-25T06:36

Failed at: verifier Filters that disagreed:

Real pain
Scalable revenue
Provider displacement <50%

Raw signals (73)

Source	Title
hn_new	AI Journal
hn_new	Kagi: Good Enough to Leave Google (Search)
hn_new	The AI Tribunal of Truth
hn_new	Pixel-Aligned 3D Generation from Images
hn_new	LavaMoat – securing JavaScript supply chains
hn_new	We built our own message queue for AI agents (and put it on Postgres)
hn_new	Cortical Cloud – Code to Real Neurons
hn_new	Show HN: One memory layer across every MCP-compatible AI tool
hn_new	Show HN: SWEny, YAML workflows for AI agents I'm running in prod (triage, E2E)
hn_new	Hex: Introducing Generative Data Apps
hn_new	Prompting Patterns (Groq Documentation)
hn_new	AI was made for junk mail
hn_new	NPM-Scan – Detects TanStack Worm, Beats Socket/Snyk (Local/BYOC)
hn_new	Self-hosted AI memory with web dashboard – Cloudflare Workers, D1, Vectorize
hn_new	BYOM stock analysis via MCP, looking for feedback
hn_new	OpenAI Supply Co
hn_new	Deadnet Internet Services
hn_new	Subvert: The music platform owned by its community
hn_new	Fossier – GitHub spam prevention for open source repositories
hn_new	Why the Future of College Could Look Like OnlyFans
hn_new	Show HN: YantrikDB – persistent memory for AI agents
hn_new	Viewllm – one command to view and share HTML reports from AI agents
hn_new	SQLite is the best home for AI agents
hn_new	Local Agent Memory with 98% Recall-5 on LongMemEval-S, no LLMs, no API Key
hn_new	Kamy- PDF and e-signature API for AI agents (now on Cursor Directory)
hn_new	Show HN: Tessera – Turn coding agent sessions into structured work
hn_new	RAG Eval Comparing Vertex/Bedrock/Azure/OpenAI
hn_new	Graft – semantic memory for AI agents, without the LLM
hn_new	Spammail.org – disposable email infrastructure, aliases, custom domains and IMAP
hn_new	Lastest – Visaul Verification of AI Developmetn
hn_new	I Got Tired of Rewriting Prompts So I Built This
hn_new	SzPredict – open seizure prediction benchmark (all 6 baselines fail)
hn_new	Stack of 500: 500 Production-Tested AI Prompts
hn_new	Free/OSS agentic API interrogator
hn_new	Budi – local-first AI coding cost tracker (Rust, tails local logs, no proxy)
hn_new	I run a company with 30 engineers. Built this app with AI and none of them
hn_new	Nuke All Routers
hn_new	Summer of PLT
hn_new	Prpack – Pack a pull request into one Markdown file for LLM code review
hn_new	Open-source Parkinson's tremor suppression experiment via bone conduction
hn_new	ProxyFace: Give Your AI a Face and Emotions (100% Local, Zero Telemetry)
hn_new	FCK BUSL
hn_new	Synthetic Exercise World – Fictional dataset for cyber exercises and standards
hn_new	Stoa – open substrate for agent-readable SaaS (spec, runtime, registry)
hn_new	Memgraph Ingester. Speed up your AI agent
hn_new	Hydra: 5-player packet collider in under 1000 lines of Python
hn_new	Executable notebook for testing earthquake-event concentration (Colab)
hn_new	High-precision HDC reference instrument for the Sol Star System
hn_new	s4 – Super Simple Storage Service
hn_new	A Framework of Modular Structure – Made Visible Through Representations
hn_new	In CRHQ, agents don't just reply with text. They ship live HTML artifacts
hn_new	I built an AI to stress-test my thinking
hn_new	Investment Optimization for iOS
hn_new	DNSBunker CTI – Cyber Threat Intelligence
hn_new	Redstone – a faster PortfoliosLab with a one-click portfolio optimizer
hn_new	Peter Fortin Programming for Philosophers (2023)
hn_new	Show HN: Armorer – A secure local control plane to sandbox AI agents in Docker
hn_new	Show HN: AaaS – Agent as a Service
hn_new	Autotrader: An autonomous paper trading agent, two weeks in
hn_new	Show HN: Memory Vault – local-first memory, hybrid search, knowledge graph
hn_new	All my clients wanted a carousel, now it's an AI chatbot
hn_new	Big Ass Data Broker Opt-Out List
hn_new	EV-QA-Framework–Open-source battery QA anomaly detection and SOH prediction
hn_new	I forget most of what I read, so I built an AI to quiz me on it
hn_new	I built a free GPT to test whether an idea is clear before launch
hn_new	Open-Source Framework to Stop Spamming Your Users (and Increase Conversions)
hn_new	Show HN: Crypto Cards – 136 debit/credit cards, MIT-licensed list
hn_new	Kagi APIs: the same search technology that powers Kagi is opening up to devs
hn_new	An SDK to accept payments from Agents
hn_new	New Logic for Programmers (and the future of this newsletter)
hn_new	I built a window manager for stocks
hn_new	Harmonic Shape Transform:topologyindependent3Dmapping via a single eigenfunction
hn_new	Show HN: AgentBrain – local-first Markdown/JSON vault for AI agents

Founders seeking growth beyond solo operations 3-1fad03 · 7 signals · cold 2026-05-25T06:35

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Provider displacement <50%

Raw signals (7)

Source	Title
reddit_saas	Built a solid ERP client base - Now How Do I Scale?
reddit_saas	My whole business was built on the GloriaFood partner program. What now?
reddit_saas	Built my own ERP for my company
reddit_entrep	Midcareer professional (40s) wondering if I'm crazy for considering a service business
reddit_entrep	How to offload sales? I hate it!
reddit_saas	Need sales-people
reddit_entrep	Looking for a partner for my DTC coffee brand

Indie founders seeking validation and feedback 3-057745 · 7 signals · cold 2026-05-25T06:35

Failed at: verifier Filters that disagreed:

Distribution reachable
Provider displacement <50%

Raw signals (7)

Source	Title
reddit_saas	I want to read more books, but my phone keeps stealing my reading time. Validating an app idea around this.
reddit_saas	Got laid off, built a SaaS, looking for feedback
reddit_saas	App for booking appointments for barbers, beauty salons etc.
reddit_saas	What do you think about my app that I built in one week but took 3 months to personalize it?
reddit_saas	Just wanting FEEDBACK/TESTERS
reddit_saas	iOS Native app build.
reddit_saas	ManifestMe App coming to life

Documentation maintenance neglected across all contexts 3-f3ffee · 7 signals · cold 2026-05-25T06:35

Failed at: verifier Filters that disagreed:

Real pain
Scalable revenue
Provider displacement <50%

Raw signals (7)

Source	Title
reddit_saas	What tools are you using for onboarding documentation?
reddit_saas	If you don't use a changelog for your product or app, why not?
reddit_sysadmin	Looking for a new Documentation Platform - Recommendations?
reddit_saas	How do you handle end-user documentation for your Lovable/Bolt project
reddit_saas	Auto screenshot documentation tool for SOPs is not enough for fast-changing workflows
reddit_saas	Question for vibe coders
reddit_saas	I am officially convinced nobody actually maintains their API docs

Solo builders, AI apps, early traction 3-5f1cb3 · 9 signals · cold 2026-05-25T06:35

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (9)

Source	Title
reddit_saas	I got frustrated with my own productivity system so I built an app to fix it - 10 days in, 2 paying subscribers
reddit_saas	Building MonetOS: An AI-Native Operating System
reddit_saas	I just got first 200 waitlist signups in last few hours
reddit_saas	I built my first paid iOS app around a problem normal blockers did not solve for me
reddit_saas	How I built a secure AI voice journal with AES-256 and Mistral, but hit a wall on monetization.
reddit_saas	From 0 to 215 users in 3 days with $0 marketing here’s exactly what I did
reddit_saas	My app got approved by Apple. I’m thinking of using pre-order instead of launching immediately. Smart or stupid?
reddit_saas	I launched a solo AI voice reminder app 2 weeks ago. 7 countries, zero ad spend. Here's what worked.
reddit_saas	Killed my own paywall and rebuilt as free site + paid mobile app. Here’s what I’d do differently.

Founder SEO and conversion anxiety 3-9450dc · 9 signals · cold 2026-05-25T06:35

Failed at: verifier Filters that disagreed:

Real pain
Scalable revenue
Provider displacement <50%

Raw signals (9)

Source	Title
reddit_saas	How bad is it for SEO to change your landing page?
reddit_saas	Help with seo
reddit_saas	Selling AI websites
reddit_saas	drop your website and i'll tell you which marketing channel to focus on first
reddit_saas	I Dare you all founders
reddit_saas	Best way to learn seo?
reddit_entrep	Have any of you given AI their full trust for SEO?
reddit_saas	Does your website convert Visitors ?
reddit_saas	How to make your website fast as a SaaS ?

IT admin tooling and automation 3-b9d9f0 · 9 signals · cold 2026-05-25T06:34

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Raw signals (9)

Source	Title
reddit_sysadmin	#noobquestion How to finally automate Windows Update for free?
reddit_sysadmin	Adlumin agent removal??
reddit_sysadmin	Honest question — how much time do you waste troubleshooting SCCM/Intune logs daily?
reddit_sysadmin	How to uninstall Outlook add-ins.
reddit_sysadmin	Moving from a VDI system to thick clients. What to use to manage?
reddit_devops	Automated software installation idea
reddit_sysadmin	Apple Shell Scripting
reddit_sysadmin	Initials or short hand for Microsoft Intune Company Potal
reddit_sysadmin	Removing Deprecated AppX Frameworks that are in the "staged" state?

First-time founders shipping, seeking validation 3-f12747 · 10 signals · cold 2026-05-25T06:34

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Raw signals (10)

Source	Title
reddit_saas	is this idea stupid?
reddit_saas	Inspired
reddit_saas	My first app
reddit_saas	i randomly dm’d someone to try out
reddit_saas	Too simple ?
reddit_saas	My first dollar 😭
reddit_saas	the part nobody wants to hear
reddit_saas	Finally shipped something. Would love brutal honest feedback.
reddit_saas	A motivation you need
reddit_saas	nothing can beat this notification in the morning

AI monetization strategy hard lessons 3-c46413 · 11 signals · cold 2026-05-25T06:34

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Raw signals (11)

Source	Title
reddit_saas	Open Source Wasn’t Marketing
reddit_saas	We doubled our revenue with AppSumo. Was it worth it?
reddit_saas	we built a custom AI chatbot for one client. cut their inbound calls 75%. then realized it was actually a product.
reddit_saas	My first real AI/coding income case: a local service business, a website project, a monthly growth retainer, and a larger internal automatio
reddit_saas	The AI cost cliff for mobile apps: I did the math before shipping. Here's why I went on-device
reddit_saas	Most AI SaaS pricing is broken. We tried something different across 9 models - here's the markup map and why.
reddit_saas	Product hunt is basically dead for indie AI founders. so i open-sourced a list of startups that aren't openai or anthropic.
reddit_saas	I shipped a $0-maintenance digital product in 2 hours
reddit_entrep	I left €10k+ on the table on my first AI build. Here's the math I should have done.
reddit_saas	Cheap AI is going away and a lot of SaaS pricing models are not ready for it
reddit_saas	Why we chose flat-rate pricing over per-minute in a market where everyone charges per-minute.

Indie apps solving personal pain points 3-413e70 · 12 signals · cold 2026-05-25T06:33

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Raw signals (12)

Source	Title
reddit_saas	Can you guys stop lollygaging and try out my app
reddit_saas	My brother had a hard time at the gym so I built an app for him.
reddit_saas	Gym Social Accountability App - You will never skip the gym again
reddit_saas	Built a habit tracker that actually helps you stay consistent, no more boring checklists.
reddit_saas	Free app to start and stick to meditation habit, gamified, starting with just 1 minute!
reddit_saas	stickyboard: free, easy app for managing tasks
reddit_saas	A new, all-in-one nutrition and workout app
reddit_saas	I created an app to track your workouts using the Two set method.
reddit_saas	My team and I created our first app made by cat parents, for cat parents!
reddit_saas	I built a social media blocker app that feels like a game
reddit_saas	valenta:health tracker
reddit_saas	Greatest learning From this Subreddit

SMB IT admin operations challenges 3-961f91 · 14 signals · cold 2026-05-25T06:33

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Raw signals (14)

Source	Title
reddit_sysadmin	Google Workspace permission conecpt
reddit_sysadmin	How are you guys handling temporary M365 Geo-Blocking exemptions for traveling users?
reddit_sysadmin	Taking over a another tenant
reddit_sysadmin	Question for those who worked for Lawfirms
reddit_sysadmin	What to do with discovery in a small law firm?
reddit_sysadmin	Google workspace and Proofpoint
reddit_sysadmin	What is the quickest way to backup a Gmail account locally before offboarding an employee? We usually forget until the last minute and then
reddit_sysadmin	Google Workspace to Microsoft Migration
reddit_sysadmin	Best way to Disable OneDrive
reddit_sysadmin	Why Would Proofpoint Quarantine Legitimate HTML Transactional Emails?
reddit_sysadmin	Proofpoint Integrated Deployment VS Traditional MX
reddit_sysadmin	SentinelOne to Defender Migration
reddit_sysadmin	Are dedicated email archiving or analytics platforms part of your stack? Why or why not?
reddit_sysadmin	Can you restrict access to a specific file in Microsoft 365 based on IP address?

Founders building without validation or consistency 3-40ff0c · 14 signals · cold 2026-05-25T06:33

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Raw signals (14)

Source	Title
reddit_saas	Many founders launch their product on X or Product Hunt and assume the job is done. But what usually happens next is silence and then the pr
reddit_saas	The biggest problem creators face isn’t creativity. It’s sustaining the workflow long enough to stay consistent.
reddit_saas	The Difference Between Products That Die And Products That Scale (It's Not What You Think)
reddit_saas	Building a marketplace is way harder than I expected 😅
reddit_saas	I spent a year going in circles with business ideas, so I built something to stop doing that.
reddit_entrep	What founders actually need before hiring developers
reddit_saas	After 6 months building in the "save it for later" space, here's what I got wrong
reddit_saas	Having trouble with building your SaaS/eCommerce website? Maybe these points can help.
reddit_saas	I realized I didn’t have an idea problem. I had a consistency problem.
reddit_saas	The unsexy feature that finally made my two-sided marketplace click
reddit_saas	My users abandoned my app immediately, here is what I learned
reddit_saas	I spent 3 months building a SaaS just to realize I hate B2B
reddit_entrep	What actually drives startup product success
reddit_saas	Tried building a product I thought was a good idea. It didn't go the way I expected, and I realized I was missing something basic

Solo sysadmin career growth uncertainty 3-a88d4f · 15 signals · cold 2026-05-25T06:33

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Raw signals (15)

Source	Title
reddit_sysadmin	Does a SysAdmin internship at a local ISP / MSP hold significant weight on resume?
reddit_sysadmin	Returning to IT after a 3-year gap — best path back?
reddit_sysadmin	Ready for the next adventure..
reddit_sysadmin	How can I become great at this role?
reddit_sysadmin	Lost my sysadmin, now I'm solo. Could use some advice
reddit_sysadmin	Genuine Question
reddit_sysadmin	Anyone working in the Greenville, SC area?
reddit_sysadmin	IT power / UPS subreddit?
reddit_sysadmin	Solo IT Specialist in a mid sized industry
reddit_sysadmin	Work Clothing
reddit_sysadmin	Best linux sysadmin course for someone who knows commands but has gaps
reddit_devops	learning resources for containerization/Kubernetes
reddit_sysadmin	Next steps to continue improving?
reddit_sysadmin	What should I do?
reddit_sysadmin	New junior systems admin. Lots of questions. Best forum?

AI hype outpaces real value delivery 3-771a9d · 15 signals · cold 2026-05-25T06:32

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Raw signals (15)

Source	Title
reddit_sysadmin	Shameless Copy/Paste use of Gen AI by Engineers/Executive Tech
reddit_saas	My AI apps feel like AI wrappers disguised as apps. How do I fix that?
reddit_sysadmin	AI Mushy Brain Syndrome
reddit_devops	How blatant are you/your colleagues with your AI use for work?
reddit_saas	What actually makes people trust an AI tool with their inbox access?
reddit_saas	How do PMs at AI companies keep track of whether the AI is actually working?
reddit_sysadmin	Technology as the answer to all your IT problems
reddit_sysadmin	AI support tools are only as good as your internal documentation
reddit_sysadmin	AI integrations
reddit_devops	I am a product designer looking for a job, was told to switch to DevOps because UI/UX jobs are becoming obsolete due to AI
reddit_sysadmin	It's begun, users suggesting (basically telling you how to do your job) solutions to SME's based on "information" they looked up in an AI to
reddit_sysadmin	Should I be concerned about no AI?
reddit_sysadmin	Another day, another request from marketing to “build community”
reddit_sysadmin	Raise your hand if your company has a fully realized AI plan (or are they just winging it using all the free AI with no clear path forward).
reddit_sysadmin	most "AI helpdesk" tools are just ctrl+F with a chatbot UI

Ops trust, automation risk, infra security 3-6eaccb · 15 signals · cold 2026-05-25T06:32

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Raw signals (15)

Source	Title
reddit_devops	When have you used Terraform in a DR scenario?
reddit_devops	AI agent wiped Railway DB in 9 seconds. How do you separate destructive from legit curl calls in prod?
reddit_sysadmin	Sysadmins who use password managers: what’s your actual password generation strategy these days?
reddit_devops	Good Chainguard alternatives for base images
reddit_devops	Where would an ops assistant be useful during debugging, and where would it be dangerous?
reddit_sysadmin	What are your non-negotiables before trusting any automation around servers?
reddit_devops	IAM drift keeps recurring… when do you turn a fix into a CI gate vs leave it as a runbook note?
reddit_sysadmin	Anyone else finding SSH keys floating around in random places?
reddit_devops	How do you deal with senior management vibe coding business applications and infrastructure?
reddit_sysadmin	Auditor here: how do you approach understanding what all an application does?
reddit_devops	What are you folks using to gate releases?
reddit_sysadmin	How do you prioritize CVEs that get exploited days after disclosure?
reddit_sysadmin	what is the worst infrastructure decision your team made that you are still living with
reddit_saas	How are you guys managing SSH keys across multiple VPS?
reddit_saas	What security tools does everyone use?

AI agent ops pain points 3-4edfd8 · 16 signals · cold 2026-05-25T06:32

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Raw signals (16)

Source	Title
reddit_saas	I'm good at claudemaxing.
reddit_sysadmin	Is anyone running their own local AI at their company?
reddit_saas	We tried generating MCP servers from static OpenAPI specs and it completely broke in production
reddit_devops	how do you classify production AI agents in your infrastructure web app, batch job, or something new?
reddit_sysadmin	How are you guys handling on call for AI agents that fail in non deterministic ways?
reddit_saas	I’ve been exploring local LLMs for clients who are conscious about data security but still want the power of AI. What models do you recommen
reddit_sysadmin	Swiss banks/financial firms - how are you handling employee AI tool requests without breaking GDPR?
reddit_saas	Tracing tools were built for one LLM call at a time. that breaks for agent systems.
reddit_saas	Our company gave an AI agent access to a shared corporate card and the month-end reconciliation was a complete nightmare. Anyone else dealin
reddit_devops	Reducing tokens consumption via context lake
reddit_saas	The ugly side of building a SaaS on top of Claude's API
reddit_devops	Fast API provider for Qwen3.6 27B or 35B A3B for AI agents in the US?
reddit_saas	I’ve deployed 100+ AI agents. Half my clients picked the wrong tool and paid for it.
reddit_saas	how do you prevent a single agent run from costing $50?
reddit_devops	Claude failed mid-session → Ollama continued and handled the rest — 76 tokens saved (Trooper v3.1)
reddit_saas	Anyone else getting wrecked by unpredictable API bills for their agents?

Early-stage founders seeking validation help 3-8605a5 · 17 signals · cold 2026-05-25T06:32

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Raw signals (17)

Source	Title
reddit_saas	Transfer your files across devices easily
reddit_saas	Who can teach Me how to build an app
reddit_saas	New calculator interpretation
reddit_entrep	Would you use a dark pschyology, stoicism app?
reddit_saas	building a platform to connect developers founders and gamers
reddit_saas	I’m building an app that lets AI call businesses to book appointments what would make this actually useful?
reddit_saas	help with my project
reddit_saas	Is it safe to post your not finished App on reddit for advice?
reddit_saas	Need an insight
reddit_saas	Help: should I use my personal info to open aws account?
reddit_saas	Top Product based companies jobs only
reddit_saas	Hey! All developers how's you doing.
reddit_saas	Real problem
reddit_saas	I’m building something for people who hate calling businesses to book appointments
reddit_saas	real suggestion needed
reddit_saas	Idea for real market research, any opinion?
reddit_entrep	Is there a real market for context based contact sharing, or do people just use whatever is easiest?

Outbound sales effectiveness and conversion struggles 3-dbd835 · 18 signals · cold 2026-05-25T06:31

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Raw signals (18)

Source	Title
reddit_saas	the rep who follows up the most is rarely the rep who closes the most and there is a specific reason for that
reddit_saas	Standing out in outbound sales
reddit_saas	Cold calling
reddit_saas	The best sales advice I got came from a prospect who said no
reddit_saas	How are people doing cold outreach at scale without sounding robotic?
reddit_saas	Do AI cold email tools actually save time for you?
reddit_saas	Cold outreach is dying. Intent-based timing is replacing it. Here's the data.
reddit_saas	150k cold emails sent. $0 revenue. Here's what I've done - what am I missing?
reddit_saas	Organic outreach is broken you post, you DM, but you never know if that lead checks your product
reddit_saas	Update: Following up on the "I need sales-people" post! WOW YOU GUYS! Thank you!
reddit_saas	My exact outbound workflow using Reddit and X as the prospecting layer instead of Apollo
reddit_saas	Messages sent is the wrong metric for AI SDRs
reddit_saas	Outbound feels less predictable than it used to be
reddit_saas	Built a startup. Shipped the product. Watched myself fumble every sales call for 6 months.
reddit_saas	Cold email still working for B2B SaaS?
reddit_saas	Pulling the plug
reddit_saas	I analyzed 10+ "ghosted" SaaS demos. Here is why the buyer actually pushed back (and how to fix it).
reddit_saas	I compiled a list of 50 LinkedIn DM's that worked for me

SaaS monetization and growth strategy tensions 3-ab4869 · 19 signals · cold 2026-05-25T06:31

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Raw signals (19)

Source	Title
reddit_saas	The metric that made me stop trusting launch spikes
reddit_saas	how do you know when your micro SaaS has genuinely hit its ceiling versus when you just haven't found the right growth lever yet?
reddit_saas	Would you increase MRR with a hard paywall, or keep momentum/growth going?
reddit_saas	adding features to fix churn is one of the most expensive traps in SaaS and almost every early team walks straight into it
reddit_saas	When did paid acquisition start making sense for your SaaS?
reddit_saas	Free vs Paid Pilot. I did both. Here's my take..
reddit_saas	Removed my free trial and freemium tier. Conversions went up. Engagement went way up.
reddit_saas	Should users be allowed to remove their only payment method during a free trial?
reddit_saas	I made a dumb spreadsheet for SaaS cancellations. Then turned it into a tool.
reddit_saas	9 months of building a SaaS and here's what nobody tells you
reddit_saas	Stripped the navbar on a landing page down to 2 links, here's the reasoning
reddit_saas	I raised $80K for my fintech SaaS with 400 users and I genuinely don't know where to put the money
reddit_saas	Biggest thing I underestimated in SaaS: support tickets
reddit_saas	I ignored customer feedback for 18 months. Lost a $3K/month customer. Here's how we came back stronger :)
reddit_saas	The SaaS metrics that get tracked most obsessively are usually the ones that feel good to report, not the ones that predict survival.
reddit_saas	imagine your users tell you exactly what they want, you build it, and they still churn. what does that tell you?
reddit_saas	We stopped buying new SaaS leads and spent 60 days re-engaging dormant ones through WhatsApp. The conversion numbers looked great. The reten
reddit_saas	I optimized for retention over acquisition and my MRR doubled
reddit_saas	Any small growing SaaS founders struggling with runway, pricing, or messy numbers?

AI reshaping SaaS discovery and trust 3-cfc652 · 20 signals · cold 2026-05-25T06:31

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Raw signals (20)

Source	Title
reddit_saas	Will SaaS Buyers Become Less Willing to Fill Out Forms?
reddit_saas	Our blog traffic has dropped and so has the leads for April and May and not improving. What could be the reason?
reddit_saas	If AI can explain relevant categories, would SaaS companies still need so much educational content?
reddit_saas	Can AI Shorten the SaaS Sales Process?
reddit_saas	How Should the SaaS Team Correct the Incorrect Product Information Generated by AI?
reddit_saas	Will SaaS Acquisitions Become More Context-Based?
reddit_saas	Will AI Make Small-Scale SaaS Products Easier or More Difficult to Be Discovered?
reddit_saas	Should SaaS Websites Also Enable Machines to Understand?
reddit_saas	Spent 20 mins prompting ChatGPT about my own product category. Never appeared once. Competitor did, 6 times.
reddit_saas	Should SaaS Pricing Be More Understandable to AI?
reddit_saas	Are SaaS Comparison Pages Still Relevant in the AI-driven Purchase Process?
reddit_saas	Ai Agents Make Common Mistakes When Recommending SaaS Products: They Become Very Confident Before Obtaining Certainty.
reddit_saas	Will AI Search Make Content Marketing for SaaS Products More Difficult?
reddit_saas	Will SaaS Websites Become More Like Verification Layers?
reddit_saas	How SaaS Companies Should Build Trust When AI Agents Influence Purchase Decisions?
reddit_saas	Anyone else here have a SaaS they've been running since before AI came around?
reddit_saas	When AI Agents Recommend Software as a Service, What Does "Neutrality" Really Mean?
reddit_saas	When artificial intelligence agents become part of the purchasing decision process, how should SaaS companies build trust?
reddit_saas	AI visibility isn’t replacing SEO, but I’m starting to see it show up in conversion paths
reddit_saas	I’m testing free tools to grow my SaaS. First up: AI search optimisation

DevOps career entry and growth 3-a4e736 · 21 signals · cold 2026-05-25T06:31

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Raw signals (21)

Source	Title
reddit_devops	New to DevOps – What Should I Learn First & What Does Your Daily Work Look Like?
reddit_devops	DevOps engineer with an AI-ish stack — what should my next steps be?
reddit_devops	CI/CD - Task Runner
reddit_devops	What are the chances of getting a role of cloud/devops engineer as your entry level job ?
reddit_devops	Is this a "Standard" DevOps scope or am I doing 5 roles at once?
reddit_devops	DevOps folks , what's your role in the release notes process? Do you own it or just fill in deployment details?
reddit_devops	how do you become top 0.1% in devops that gets paid 200k+? (US market)
reddit_devops	Advice appreciated
reddit_devops	Career advice for tech professionals
reddit_devops	What is expected after 1 year
reddit_devops	Starting devops
reddit_devops	Devops Engineer intern help
reddit_devops	Need an advice as a newbie
reddit_devops	Not sure what to do… help
reddit_devops	How do beginners actually start freelancing in DevOps
reddit_devops	[Collaboration] Building a mock enterprise IT environment on AWS — looking for learning partners
reddit_devops	DevOps Lab and the cost dilemma: AWS vs. Home Lab
reddit_devops	DevOps responsibilities matrix and daily work expectations
reddit_devops	How to become a devops engineer from scratch
reddit_devops	How well do you train yourself before an interview?
reddit_devops	Rate My Level As a First Year Master Student and suggestion of how to improve

Work identity friction in AI age 3-ea7612 · 23 signals · cold 2026-05-25T06:31

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Raw signals (23)

Source	Title
hn_new	Ask HN: What makes a good intern in 2026?
hn_front	Should you leave red herrings about yourself online?
hn_new	Ask HN: Agents for coding feels like a L2 automation system. Yay/Nay?
hn_new	Ask HN: How do you choose a model for a task?
hn_new	Ask HN: Transactional Database Usage Survey
hn_new	Ask HN: How have you spent time outside work for the past couple of weeks?
hn_new	Ask HN: What Wintel/AMD (Laptop) Harware are you liking?
hn_new	Ask HN: Which LLM are you using to evaluate your ideas?
hn_new	Ask HN: Will low quality AI customer support be the new normal?
hn_front	Ask HN: What are you working on? (May 2026)
hn_new	Ask HN: Would you use a verified social platform?
hn_new	Ask HN: Before Open Source took over the server, what was the discourse like?
hn_new	Show HN: Countries where you can leave your MacBook at a random coffee shop
hn_new	Ask HN: Is the job market actually bad or just different?
hn_new	Ask HN: How do you give estimates in the age of Agentic coding
hn_new	Ask HN: What would you include if you could make your own phone?
hn_new	Ask HN: Would you tell your kids to learn to code?
hn_new	What if new proofs are included in LLM training so LLM rediscover it?
hn_new	Was Back‑to‑Office Enforced?
hn_new	Ask HN: I was tired of sharing personal phone number just to get a printout
hn_new	Ask HN: GPTs, vs. Software Estimation
hn_new	Unmonitored Agents and a Local AI
hn_new	Ask HN: Should show HN be renamed?

Developer tools solving personal frustrations 3-a2719c · 25 signals · cold 2026-05-25T06:30

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Raw signals (25)

Source	Title
reddit_devops	Linux monitoring system in python
reddit_saas	I was tired of "Free" APIs asking for a credit card so I built a discovery tool for truly free APIs
reddit_saas	Building a live tracker showing how much the average AI builder burns per second the number is small but the yearly total is brutal.
reddit_sysadmin	Built a local IT & network diagnostics dashboard with Python + Streamlit
reddit_saas	webhook tester
reddit_saas	My toddler kept destroying my vibe coding sessions… so I built a macOS app that freezes the keyboard and turns key smashing into confetti 😂
reddit_saas	I built a visa requirements API covering 199 countries × 199 passports in 15 languages
reddit_saas	Founder here, I built a tool to find open-source repos that help developers get real experience
reddit_sysadmin	Open-sourcing a MicroVM Runtime for Docker and gVisor Sandboxes
reddit_saas	Nodify Headless CMS SSG demo is finally up (with the worker, real-time tracking, and all)
reddit_saas	packed something called packdaddy 💦
reddit_saas	I created Undetectable scraping browser.
reddit_saas	Seeking to help people setup api based automation workflows on my app - requex.me, Lets connect !
reddit_saas	I built a Chrome extension that monitors Reddit 24/7 for your keywords and sends real-time alerts
reddit_saas	I was drowning in 50 tabs, so I built a way to close them.
reddit_saas	Everyone uses ILovePDF to fix their documents. I built IHatePDF to completely ruin them 😈
reddit_devops	FinancialCatastrophe-as-a-Service
reddit_sysadmin	Built a free ADMX / Group Policy reference web app
reddit_saas	[FREE] I listened to your feedback and built an Invoice Status Checker – know when your client opens the invoice
reddit_devops	I built Orbit — an open-source modern VPS dashboard that combines metrics, logs, firewall, Docker and deploys in one Go binary
reddit_sysadmin	Self-hosted SWG with HTTPS inspection
reddit_saas	cPanel/Plesk alternative
reddit_saas	Whole free utility website
reddit_devops	Built an opensource CLI tool that detects risky dependencies in your project
reddit_saas	New Age Verification API ZoiVera

AI-tool builders solving their own problems 3-ae1c9f · 31 signals · cold 2026-05-25T06:30

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Raw signals (31)

Source	Title
reddit_saas	Most AI music engines sound like a microwave. Here’s how I spent 6 months trying to fix the "robot soul" problem.
reddit_entrep	Is it easier to build a business right now or is that just what twitter wants us to believe
reddit_saas	The marketing “franken-stack” is killing my validation time (Is it just me?)
reddit_saas	Agent for Market Intel >> Content Creation
reddit_saas	The next wave of AI products isn't the AI itself. It's the glue.
reddit_saas	Most “AI builders”stop after generation.
reddit_saas	My desktop was a mess for months, so I let AI fix it
reddit_saas	The fragmented stack for early SaaS validation is a nightmare. I tried consolidating it.
reddit_saas	building a saas because i got tired of paying for 4 different outbound tools
reddit_entrep	Turns out the kid who couldn't sit still in class was just 20 years early for the AI era.
reddit_saas	Building AI agents that run ops. 2 months in, zero revenue, lots of learning
reddit_saas	I think outbound tools are solving the wrong problem
reddit_saas	My AI Bot Generator Needed Its Own Scoring System
reddit_saas	AI made drafting faster. It did not make fact-checking faster.
reddit_saas	The "tools for indie founders" list that keeps getting shared here is mostly from 2022 and half the products on it have been acquihired, piv
reddit_saas	We built a SaaS that replaces $50K/year marketing agencies. Here's our journey.
reddit_saas	I couldn't afford to hire anyone to market my SaaS. So I built an AI team instead.
reddit_saas	I got tired of sounding like an AI robot on Twitter, so I built an "Editorial Engine" to fix it.
reddit_saas	Built a cold email tool after our open rates randomly died overnight lol
reddit_saas	A tool that saves 30h/year on AI context. Looking for a partner/ambassador to help me launch in the US.
reddit_saas	Built an AI marketing agent for founders doing GTM alone
reddit_saas	I'm testing an AI ghostwriting service for Indian founders - I learned this in week 1 (and I need 3 more guinea pigs)
reddit_saas	I solo built it
reddit_saas	what's your openion on B2B sales tools?
reddit_saas	Forze out, now you can tell me your ideas and check it out on Forze!!!
reddit_saas	Anyone else managing 5 AI tools manually and slowly losing their mind
reddit_saas	Two founders, both at $1M+ ARR. Two completely different AI stacks. Which one do you copy?
reddit_saas	I built a SaaS directory, but realized founders need leads more than clicks. I spent 7 days building an AI lead discovery engine, is this ac
reddit_saas	I wasted too much time on Google Maps looking for clients. So I built a tool that does it for me.
reddit_saas	Building a startup “ops layer” (AI + dev + automation + teams) feedback on model + cold email stack?
reddit_saas	What I Built For My Own Startup

Reconciliation jobs in major metros 7-2f2640 · 2 signals · cold 2026-05-15T06:30

Failed at: verifier Filters that disagreed:

Provider displacement <50%

Raw signals (2)

Source	Title
linkedin_jobs	745 Reconciliation jobs in Greater Houston
linkedin_jobs	345 Reconciliation Specialist jobs in Greater Philadelphia ...

Charity sector digital transformation 4-b6e956 · 1 signals · cold 2026-05-04T06:34

Failed at: verifier Filters that disagreed:

Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	Charity Commission Digital Transformation Programme

TED planning notices 4-4ff3c9 · 1 signals · cold 2026-05-04T06:32

Failed at: self_assessment Filters that disagreed:

Solo-accessible
Distribution reachable
Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	518381-2024 - Planning - TED - Ted • tenders electronic daily

DFG case management system procurement 7-726e1a · 1 signals · cold 2026-05-04T06:32

Failed at: verifier Filters that disagreed:

Solo-accessible
Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	Procurement of case management system for DFG recording

TED competition tender notices 7-868c7a · 3 signals · cold 2026-05-04T06:31

Failed at: verifier Filters that disagreed:

Solo-accessible
Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (3)

Source	Title
contracts_find	327151-2025 - Competition - Ted • tenders electronic daily
contracts_find	589144-2025 - Competition - Ted • tenders electronic daily
contracts_find	73560-2026 - Competition - TED - Ted • tenders electronic daily

Case management and assurance platform 7-fbd3ca · 1 signals · cold 2026-04-28T05:30

Failed at: self_assessment Filters that disagreed:

Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	Assurance and Case Management System Platform

Integrated case management for complex vulnerabilities 7-407ef6 · 1 signals · cold 2026-04-28T05:30

Failed at: self_assessment Filters that disagreed:

Solo-accessible
Distribution reachable
Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	Electronic Case Management System for Multiple Vulnerabilities

D365 case management system development 7-c1f30e · 1 signals · cold 2026-04-28T05:30

Failed at: self_assessment Filters that disagreed:

Solo-accessible
Distribution reachable
Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	Development of case management system in D365 and ...

Public procurement competition notice 7-11b685 · 1 signals · cold 2026-04-28T05:30

Failed at: self_assessment Filters that disagreed:

Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	372515-2025 - Competition - TED

Digital transformation and platform migration 7-4d3543 · 1 signals · cold 2026-04-28T05:30

Failed at: verifier Filters that disagreed:

Solo-accessible
Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	Digital transformation & Platform migration Request for ...

Data migration and configuration services 7-1f09dd · 1 signals · cold 2026-04-28T05:28

Failed at: self_assessment Filters that disagreed:

Solo-accessible
Distribution reachable
Provider displacement <50%

Raw signals (1)

Source	Title
contracts_find	Data Migration and Configuration Partner for the new ...

AI review platforms pricing and features 7-abd61f · 2 signals · cold 2026-04-28T05:25

Failed at: verifier Filters that disagreed:

Real pain
Scalable revenue
Provider displacement <50%

Raw signals (2)

Source	Title
g2_complaints	Assess.ai Reviews 2026: Details, Pricing, & Features
g2_complaints	CSI Reviews 2026: Details, Pricing, & Features

ChatGPT workspace agents 7-db8359 · 3 signals · cold 2026-04-28T05:23

Failed at: verifier Filters that disagreed:

Solo-accessible
Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (3)

Source	Title
openai_news	Introducing workspace agents in ChatGPT
openai_news	Workspace agents
hn_front	Workspace Agents in ChatGPT

Getting started with Codex 7-5e8c8c · 3 signals · cold 2026-04-28T05:21

Failed at: self_assessment Filters that disagreed:

Provider displacement <50%

Raw signals (3)

Source	Title
openai_news	Working with Codex
openai_news	Codex settings
openai_news	How to get started with Codex

DeepSeek V4 model launch 7-582cdb · 4 signals · cold 2026-04-28T05:20

Failed at: verifier Filters that disagreed:

Solo-accessible
Real pain
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (4)

Source	Title
hn_new	DeepSeek V4 Flash
hn_new	DeepSeek 4 Launched
hn_front	DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence
hn_front	DeepSeek v4

Reconciliation and bank operations jobs 7-78f0cc · 4 signals · cold 2026-04-28T05:17

Failed at: verifier Filters that disagreed:

Solo-accessible
Distribution reachable
Scalable revenue
Provider displacement <50%

Raw signals (4)

Source	Title
linkedin_jobs	Reconciliation Specialist jobs in United States
linkedin_jobs	1000+ Payment Reconciliation jobs in United States
linkedin_jobs	1000+ Reconciliation Analyst jobs in United States
linkedin_jobs	Bank Reconciliation jobs in United States

Meta employee surveillance for AI training 2-9c9c97 · 3 signals · cold 2026-04-22T13:34

Failed at: verifier Filters that disagreed:

Solo-accessible
Real pain
Distribution reachable
Ship 1-6mo
Scalable revenue
Provider displacement <50%

Raw signals (3)

Source	Title
hn_new	Meta to Track Employee Mouse, Keyboard Activity to Train AI Models
hn_front	Meta employees are up in arms over a mandatory program to train AI on their
hn_front	Meta to start capturing employee mouse movements, keystrokes for AI training

Failed clusters (audit lane)

SaaS building challenges and discovery 8-6f8281 · 21 signals · cold 2026-05-29T06:36

Systems performance, safety, low-level languages 8-ac04df · 21 signals · cold 2026-05-29T06:36

AI agents, runtimes, lean inference 8-93594a · 34 signals · cold 2026-05-29T06:35

AI intelligence, cognition, enterprise disruption signals 8-b24512 · 38 signals · cold 2026-05-29T06:35

Agentic LLM safety, alignment, behavior 8-7ba18e · 40 signals · cold 2026-05-29T06:35

DIY tools, niche languages, self-hosting 8-6aea25 · 42 signals · cold 2026-05-29T06:35

AI trust and labor anxiety 8-6ab6e2 · 47 signals · cold 2026-05-29T06:35

AI-native developer tooling ecosystem emerges 8-50ca16 · 50 signals · cold 2026-05-29T06:35

Genetics, evolution, observation redefining life's boundaries 5-9dff27 · 8 signals · cold 2026-05-29T06:34

Founders building AI tools, sharing launches 5-5b694e · 8 signals · cold 2026-05-29T06:34

Nostalgia for early computing aesthetics 5-4cc75b · 8 signals · cold 2026-05-29T06:34

AI SaaS builders seeking market validation 5-1491e1 · 9 signals · cold 2026-05-29T06:34

SaaS founder lessons learned hard way 5-99fa2a · 9 signals · cold 2026-05-29T06:34

Solo builders shipping creative side projects 5-9d1297 · 10 signals · cold 2026-05-29T06:33

Acquisition to retention gap pain 5-108d01 · 10 signals · cold 2026-05-29T06:33

Vintage and DIY hardware revival 5-af2a5a · 10 signals · cold 2026-05-29T06:33

Apple Silicon vs. Windows hardware wars 5-b88f75 · 11 signals · cold 2026-05-29T06:33

Deep technical mastery across diverse domains 5-48c569 · 12 signals · cold 2026-05-29T06:32

AI assistant expansion, privacy, platform shifts 5-f7d9da · 12 signals · cold 2026-05-29T06:32

Creative technical minimalism meets playful experimentation 5-246ae6 · 13 signals · cold 2026-05-29T06:32

Tech power geopolitics and disruption 5-9e347e · 18 signals · cold 2026-05-29T06:31

Attention fragmentation modern distraction 5-2a2ded · 18 signals · cold 2026-05-29T06:31

Language/runtime performance tradeoffs intensify 5-2e95e5 · 19 signals · cold 2026-05-29T06:31

Dev tools reliability crisis bloat 5-397160 · 21 signals · cold 2026-05-29T06:31

Claude Code cost/access anxiety 5-496ce3 · 21 signals · cold 2026-05-29T06:31

Decision agents, alignment, runtime monitoring 5-995c4e · 22 signals · cold 2026-05-29T06:30

SaaS founders building and distributing products 5-07143d · 22 signals · cold 2026-05-29T06:30

AI-native SaaS building and viability 3-a389fb · 20 signals · cold 2026-05-29T06:30

AI-era security threats escalating rapidly 5-3c2665 · 23 signals · cold 2026-05-27T06:36

Eclectic curiosity: ancient, tech, fringe culture 5-297cb4 · 23 signals · cold 2026-05-27T06:36

AI erodes trust, safety, privacy 5-bc5cbf · 23 signals · cold 2026-05-27T06:36

Systems, incentives, and collective consequences 5-f8104c · 28 signals · cold 2026-05-27T06:36

AI agents, tools, open source 5-f5b985 · 29 signals · cold 2026-05-27T06:36

Developer tools performance benchmarks ecosystem 5-991796 · 34 signals · cold 2026-05-27T06:35

AI capability anxiety, quality degradation 5-7bf2a0 · 39 signals · cold 2026-05-27T06:35

AI dev tools infrastructure 5-de2daf · 46 signals · cold 2026-05-27T06:35

DIY tech tools, personal infrastructure 3-8968f7 · 19 signals · cold 2026-05-27T06:35

AI-enabled breaches, robots, institutional disruption 3-f659a1 · 22 signals · cold 2026-05-27T06:34

AI infrastructure resource constraints escalating 3-0138de · 22 signals · cold 2026-05-27T06:34

Infrastructure trust failures, supply chain attacks 3-23af16 · 22 signals · cold 2026-05-27T06:34

Retro computing nostalgia and revival 3-6f91e0 · 23 signals · cold 2026-05-27T06:33

Cognitive overload navigating modern uncertainty 3-eb2a3a · 23 signals · cold 2026-05-27T06:33

Policy friction slowing modern life flows 3-da0c78 · 24 signals · cold 2026-05-27T06:33

Tech jobs events niche products 3-5ee05e · 25 signals · cold 2026-05-27T06:33

Early SaaS user acquisition struggles 3-8373b3 · 27 signals · cold 2026-05-27T06:33

Frontier physics meets unexplained phenomena 3-1c10dc · 27 signals · cold 2026-05-27T06:32

Foundational computation formalisms and machine intelligence 3-0a5288 · 28 signals · cold 2026-05-27T06:32

Optimization, alignment, agents, environments 3-ad9262 · 28 signals · cold 2026-05-27T06:32

Database tech and systems programming 3-804ec9 · 28 signals · cold 2026-05-27T06:32

Technology reshaping urban infrastructure and surveillance 3-4bb7d9 · 29 signals · cold 2026-05-27T06:31

Privacy erosion, surveillance, platform control 3-8b78b0 · 30 signals · cold 2026-05-27T06:31

Biological intelligence, brain, bodies, AI 3-71f661 · 31 signals · cold 2026-05-27T06:31

Digital culture, humans, children, mortality 3-e10de8 · 34 signals · cold 2026-05-27T06:31

Solo SaaS struggle: sales, billing, growth 3-957cb9 · 39 signals · cold 2026-05-27T06:31

AI disrupting software engineering careers/practices 3-e02f20 · 40 signals · cold 2026-05-27T06:30

Neural efficiency, robustness, interpretability methods 3-1b0e4d · 44 signals · cold 2026-05-27T06:30

Agentic LLM capability, safety, evaluation 3-002d7c · 54 signals · cold 2026-05-27T06:30

AI-native productivity tools flood market 3-6cef90 · 49 signals · cold 2026-05-25T06:37

Low-level language and compiler exploration 3-e3a613 · 49 signals · cold 2026-05-25T06:37

Developer tooling trust security failures 3-393eb6 · 50 signals · cold 2026-05-25T06:37

AI agent reality check emerges 3-0f3db9 · 57 signals · cold 2026-05-25T06:36

LLM capabilities, safety, and deployment 3-22ed72 · 66 signals · cold 2026-05-25T06:36

AI tools, security, community ownership 3-85994c · 73 signals · cold 2026-05-25T06:36

Founders seeking growth beyond solo operations 3-1fad03 · 7 signals · cold 2026-05-25T06:35

Indie founders seeking validation and feedback 3-057745 · 7 signals · cold 2026-05-25T06:35

Documentation maintenance neglected across all contexts 3-f3ffee · 7 signals · cold 2026-05-25T06:35

Solo builders, AI apps, early traction 3-5f1cb3 · 9 signals · cold 2026-05-25T06:35

Founder SEO and conversion anxiety 3-9450dc · 9 signals · cold 2026-05-25T06:35

IT admin tooling and automation 3-b9d9f0 · 9 signals · cold 2026-05-25T06:34

First-time founders shipping, seeking validation 3-f12747 · 10 signals · cold 2026-05-25T06:34

AI monetization strategy hard lessons 3-c46413 · 11 signals · cold 2026-05-25T06:34

Indie apps solving personal pain points 3-413e70 · 12 signals · cold 2026-05-25T06:33

SMB IT admin operations challenges 3-961f91 · 14 signals · cold 2026-05-25T06:33

Founders building without validation or consistency 3-40ff0c · 14 signals · cold 2026-05-25T06:33

Solo sysadmin career growth uncertainty 3-a88d4f · 15 signals · cold 2026-05-25T06:33

AI hype outpaces real value delivery 3-771a9d · 15 signals · cold 2026-05-25T06:32

Ops trust, automation risk, infra security 3-6eaccb · 15 signals · cold 2026-05-25T06:32

AI agent ops pain points 3-4edfd8 · 16 signals · cold 2026-05-25T06:32

Early-stage founders seeking validation help 3-8605a5 · 17 signals · cold 2026-05-25T06:32