Compound Engineering: Make Every Unit of Work Compound Into the Next

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every.to Saved Tuesday, February 10, 2026 Readwise
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Quick Take

This is a comprehensive framework for AI-assisted development that goes beyond "use Copilot" to actual systematic productivity gains. The emphasis on compounding knowledge and automating the boring parts aligns perfectly with Brian's automation philosophy and engineering craft focus. The practical plugin and specific workflows make this immediately actionable rather than theoretical.

Relevant Domains

AI/agents/future of software work ✅ (Primary) Engineering craft/architecture/productivity ✅ (Primary) Side projects/automation/earning from skills ✅ (Secondary)

Key Quotes

Plans are the new code
First attempts have a 95% garbage rate. Second attempts are still 50%
80% of time planning and review, 20% on working and compounding
Every unit of work should make subsequent work easier
Extract your taste into the system

Tags

#ai-agents #engineering-productivity #compound-thinking #automation-workflows #side-project-tools #developer-experience #planning-frameworks