ArticleSpec-driven development for product teams: turn evidence into a testable decision
A useful spec is a temporary decision record that gives implementation a falsifiable outcome, known boundaries, and a path to learn from the release.
STEERFLOW CONTENT
Notes for teams building in the agentic era.
Product thinking, field reports, and releases from the team building the context layer for production-grade product work.
Product managementEngineering management
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ArticleAGENTS.md vs CLAUDE.md vs Cursor rules: a structure your team can maintain
Instruction files work when they have one source of truth, a clear scope, and an owner instead of copies of a 500-line handbook.
ArticleHow to give AI coding agents real product context
A decision packet gives a coding agent the current product decision, its evidence, boundaries, and proof of done without asking it to reverse-engineer policy from scattered artifacts.