Opportunity Engine

A second engine, running alongside the hypothesis engine. Structurally different corpus: public emergence (Track A) + quiet workflow pain (Track B, S120). Produces non-verification-shaped hypotheses. Read-only.

Stage: v0.4 — Track A ingest + clustering + gap memos + Manifesto gate live. Track B (quiet workflow pain) lands in S120. Probe-outcome correlation is the validity test (~S121, 10-20 graded probes).

15772 live signals  ·  1623 clusters  ·  5 active  ·  103 failed
Last ingest: 2026-05-31T05:30:18.991Z · Last cluster run: 2026-05-27T05:50:57.273Z

Active opportunities

ThemeSignalsConfidenceWindowCreated
First revenue milestones, near-quit persistence 9 HIGH OPENING 2026-05-29T06:02
Academic integrity crisis, AI disruption 12 HIGH OPENING 2026-05-29T06:01
Browser-local privacy tools and utilities 66 HIGH OPENING 2026-05-25T06:04
AI-generated SaaS code security gaps 11 HIGH OPENING 2026-05-25T06:02
MSP operations tooling and workflow pain 17 HIGH STABLE 2026-05-25T06:01

Pending gate

Opportunities awaiting Manifesto gate verification.

Sources (Track A — public emergence)

SourceSignalsLast captured
hn_new68752026-05-31T05:30:08.643Z
reddit_saas47772026-05-31T05:30:09.009Z
reddit_sysadmin13832026-05-31T05:30:09.508Z
hn_front12222026-05-31T05:30:08.586Z
reddit_devops4102026-05-30T21:30:07.954Z
arxiv_csai3152026-05-29T04:30:07.544Z
arxiv_cslg3002026-05-29T04:30:07.658Z
reddit_entrep2252026-05-31T04:30:08.813Z
github_trending812026-05-30T14:30:10.063Z
openai_news632026-05-29T19:30:08.424Z
anthropic_news172026-05-28T20:30:14.983Z

Latest 15 signals

SourceTitleCaptured
reddit_sysadmin [R] Benchmarking log anomaly detection approaches (what actually works in production systems) 2026-05-31T05:30
reddit_saas What's you opinion on this? 2026-05-31T05:30
reddit_saas Made my first sale from my third ios app before 48 hours 2026-05-31T05:30
reddit_saas How do you guys measure paid ads? 2026-05-31T05:30
reddit_saas I’m looking for people who want to build their SaaS 2026-05-31T05:30
reddit_saas POV: Your startup gets its first international customer 2026-05-31T05:30
hn_new Travel back to 1998 and use Lovable on Windows 98 2026-05-31T05:30
hn_new I made an free unlimited captcha alternative 2026-05-31T05:30
hn_new Aliens.gov 2026-05-31T05:30
hn_new Ferrari Built the Luce for Outsiders. Its Own Fans Are the Only Ones Talking 2026-05-31T05:30
hn_new Ask HN: How you pass legacy to others? 2026-05-31T05:30
hn_new The Record 2026-05-31T05:30
hn_new Update notifications for your CLI app 2026-05-31T05:30
hn_new The Two Doors 2026-05-31T05:30
hn_new The Last Coder: A Mockumentary 2026-05-31T05:30

★ = signal has been clustered.


opportunities · clusters · failed · stats.json · hypothesis engine