Opportunity ledger / Dossier O-5971
Recurring need documented in 2 independent public source items.
First seen 2026-09-09 · Last updated 2026-10-25 · Recalculated daily
These observations describe collected samples, not platform-wide prevalence; they cannot establish whether a problem is widespread or accelerating. Collection scope changed on 09-16 and 09-27; monthly counts must not be read as trends.
Post title: Your agent's blast radius matters more than your prompt injection defence
its secrets live in the environment, so whoever ge…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: [Feature]: Agent profiles can't scope which secrets an agent receives
Follow-up to #17234, and the "secrets" half of [OSS-10492](https://linear.app/all-hands-ai/issue/OSS-10492/shape-agent-profiles-20)'s first goal: *"I can create a Code Exploration Agent that has a cus…
What this evidence does not show yet
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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.