Opportunity dossier O-0376

Recurring need documented in 3 independent public source items.

First seen 2026-07-15 · Last updated 2026-08-31 · Recalculated daily

12.3

Evidence confidence, not a return forecast

Independent source items, deduplicated by post

Public source families

Payment evidence: current spend or explicit intent

ProblemThe source-linked evidence below documents the recurring problem.

People affectedPeople represented in the linked public discussions.

Named alternativesClaude Code

Weekly mentions · 12 weeks▼ Fading

06-1507-1308-1008-31

This dossier's trend factor is 0.5, capped at 2.0.

Representative evidence

2 public excerpts · 3 items in the full chain

Need★★★☆☆Unmet need

Post title: The hard part of delegating to an AI agent is knowing what evidence would let you trust the stop point

For me the stop point only feels trustworthy when I can inspect the concrete change (the files touch…

Indie Hackers2026-08-08View source ↗

Pain★★★☆☆First-hand pain

Post title: Show HN: Grepathy – Claude made a decision nobody approved

Good catch on CTOs part. That scenario is one that keeps me awake at night -- that some large PR of mine has come functionality or feature that I didn't ask for and didn't notice.

Hacker News2026-07-15View source ↗

What this evidence does not show yet

To reach Payment-backed we still need:

2 more independent post(s) — we have 3
a first-hand payment statement — either someone naming what they already pay, or 2 more statement(s) with a specific amount they would pay (we have 0)
renewed mentions — the recent trend is below the promotion bar

No first-hand payment statement is on record here, so this page carries no pricing suggestion. A price with no payment evidence behind it is a guess wearing a number.

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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.