Write the problem hypothesis
For [specific user], completing [job] is difficult because [missing capability], causing [measurable consequence].
You can name one user, one situation and one measurable consequence without proposing a feature.Evidence observed in 23blocks-OS/ai-maestro, a Coding project.
Related friction appears in 8 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: I'm planning a new PR to solve a big problem with agent communication. Maybe you didn't used the communication between agents much, but I'm troubled by the complete lack of restrictions on the message exchange inside ai-maestro. THE PROBLEM My problem presented when I started using the agent on multiple projects. I…Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit contributors who can replay the problem in a representative repository and development environment.
Guardrail: Use a fixed test case and compare completion, regressions and recovery against the unchanged baseline.
For [specific user], completing [job] is difficult because [missing capability], causing [measurable consequence].
You can name one user, one situation and one measurable consequence without proposing a feature.Deliver the outcome manually or with a narrow prototype before building a reusable feature.
A user completes the real workflow and commits time, data, distribution or budget to repeat it.Use a fixed test case and compare completion, regressions and recovery against the unchanged baseline.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.