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Report and vote on infrastructure needs to rank what developers should build next.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "report-needs" yet — see the docs or source repo.
Please record the following infrastructure needs and generate a priority recommendation based on impact, urgency, and repeated mentions: 1) centralized log search; 2) ephemeral preview environments; 3) automated cross-project secret rotation. Provide a brief description, voting rationale, and ranked results for each item.
A registered and ranked needs list with descriptions, vote rationale, and priority recommendations.
I want to vote for the need 'shared CI build cache.' Please record my rationale: current builds take too long, multiple teams are affected, and it could save over 20% of pipeline time. Then update this need's position in the overall ranking.
An updated need entry with the new vote rationale, accumulated support signals, and revised ranking.
Based on recently collected infrastructure needs and votes, generate a summary for engineering leadership: list the top five capabilities worth building, the main beneficiary teams, the urgency for each need, and recommended next actions.
A decision-oriented priority summary highlighting top-demand items, beneficiary scope, and recommended next actions.
Generate clear project status reports with KPIs, risks, and action items.
Generate standardized vulnerability reports with scoring, evidence handling, and export.
Publish agent demand and discover services across an economic-intent network.
Search and analyze NIH-funded projects and linked publications for research discovery.
Create marketing performance reports with metrics, insights, and optimization recommendations.
Run multi-agent debates and produce consensus recommendations with ranked options.