Better context is a product decision, not a bigger prompt
Relevant context is selected, bounded and connected to the work an agent is asked to perform.
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Better ways to build
with agents.
Product thinking, engineering notes and practical ideas for preserving intent and proving outcomes.
Local-first AI development without losing the thread
Keep repositories and development tools where they already live while preserving durable product context.
Read featured article →LATEST THINKING
RSS feed ↗Why acceptance criteria matter more when AI writes code
Clear, testable outcomes give agents a better target and reviewers a durable basis for verification.
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