Write the problem hypothesis
For [developer], completing [setup or development task] is unclear at [step], causing [abandonment or rework].
You can name one user, one situation and one measurable consequence without proposing a feature.Evidence observed in Human-Agent-Society/reef, a Agent Infrastructure project.
Related friction appears in 5 independent repositories. This is stronger than one backlog item, but still requires direct user validation.
Project strength and demand confidence are measured separately.Reporter context: Migrated from Human-Agent-Society/reef-archive#254. Originally opened by @BobbyZhouZijian on 2026-08-15T11:58:42Z. Version the (model, skill, config) tuple together, and roll back to the combination that served.Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit teams with live traces, tool calls or deployment constraints from a real agent workflow.
Guardrail: Test observable state transitions, permission boundaries and recovery from partial failure.
For [developer], completing [setup or development task] is unclear at [step], causing [abandonment or rework].
You can name one user, one situation and one measurable consequence without proposing a feature.Create the smallest example, diagnostic or setup assistant and observe three developers using it unprompted.
Three developers finish the task with fewer interventions or measurably less time.Test observable state transitions, permission boundaries and recovery from partial failure.Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.