#1
Memory & Data · Agent InfrastructureEvidence 72/100
Storage tools name ungated sibling tools in result text
Observed in apify/apify-mcp-server · TypeScript · MIT
3 comments0 positive reactions16 days openProject Radar 94
bug
Opportunity Radar
We scan public GitHub Issues for recurring requests, workflow friction and missing capabilities—then rank the strongest signals without hiding the original evidence.
27 signals · Last data refresh Sep 6, 2026, 12:05 PM UTC
ISSUE SCAN COVERAGE8 / 36 repositories
Issue evidence is collected on a rotating schedule. Coverage grows with each six-hour refresh, and a repository can be fully scanned even when no qualifying demand signal is found.
A popular Issue can reveal real friction, but it does not prove willingness to pay. Use these leads for interviews, validation and product discovery.
FROM SIGNAL TO ACTION
A 3-step validation sprint
Use the evidence as a starting point, then verify the problem before building.
- 1. Read the threadIdentify who has the problem and the workaround they use today.
- 2. Contact five usersAsk about frequency, cost and what they already tried.
- 3. Test one narrow fixOffer a manual or lightweight solution before writing a full product.
2 Memory & Data signals
#2
Memory & Data · Agent InfrastructureEvidence 58/100
Memory evolution ideas (external feedback): provenance events, per-agent room scopes, contradiction resolution
Observed in codecoradev/uteke · Rust · Apache-2.0
2 comments0 positive reactions6 days openProject Radar 77
How opportunities are ranked
The evidence score combines Issue comments, positive reactions, unresolved duration and the underlying project’s Radar Score. Maintenance-only tickets, dependency dashboards, CI failures and release checklists are filtered out. Rankings are independent and never paid placements.