Opportunity ledger / Dossier O-0141
Dev teams hit a review bottleneck when AI coding agents flood repos with PRs, since existing tools only flag suspicious changes and humans still read every diff.
First seen 2026-07-09 · Last updated 2026-08-29 · Recalculated daily
Trend factor ×1.0, capped at 2.0.
Post title: what are you all using for ai agent code review right now
so we're small team, 6 devs. we all use claude cod…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Stop sending me huge PRs; a rant
I'm tired boss. I'm tired of reviewing one, two, three thousand line PRs because some agent was able to "one shot the whole issue."
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What this evidence does not show yet
This dossier already carries first-hand payment evidence. What it still cannot tell you: market size, how reachable these people are, or what it costs to acquire them.
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Scoring summary
Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.
“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.