Helix describes their practice of writing design docs, requirements, and task breakdowns on public Git branches before any implementation begins — with AI agents doing the initial drafting and humans steering. The approach creates searchable institutional memory that agents can reference for future features, making spec-first development a natural fit for agent-driven workflows. The team builds Helix using Helix itself, creating a feedback loop where process improvements and product improvements reinforce each other.
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