Learn
Evergreen guides on writing specs that work for your team and your AI tools. No fluff, no dates, just the practices that hold up.
How to Write PRDs for AI Coding Agents
AI tools execute your words literally. What changes about PRD writing when the reader is an agent, and what stays exactly the same.
Read the guideWhy AI Agents Fail Without Specs
GitHub studied 2,500+ coding-agent instruction files and put it bluntly: most fail because they are too vague. What that means for product teams, and how to fix it upstream.
Read the guideStandardizing PRDs Across Squads
How product leaders raise document quality across every squad without adding review meetings or slowing anyone down.
Read the guideScope Before You Vibe-Code
A prototype built in an afternoon feels 80% done. It isn't. Where the missing months hide, and how to find them while changing course is still cheap.
Read the guideWhat Actually Happens When You Replace Engineers with AI
Teams of three are shipping what took departments, but it isn't simple replacement. The bottleneck moved from engineering hours to judgment.
Read the guideAI's Job Changes Four Times Before You Scale
Replace, Accelerate, Enhance, Connect: what AI does for a prototype is not what it does for a live product. The four phases, and what stays constant.
Read the guide