Compound Engineering: Plan, Work, Review, Compound
Kevin Rose
Partner, True Ventures
"Four-phase development workflow: Plan (break into components, identify risks), Work (execute using Ralph Loop), Review (AI then human review), Compound (extract learnings, update workflows, improve prompts). Feed improvements back into the system."
Related Insights
Contribution Graphs for Self-Forgiveness
Use contribution graphs for daily goals. It lets you be more forgiving on days you miss while still tracking streaks. Knowing you haven't done something for 49 days feels good. Your agents can be tied into these goals for accountability.
Bash Loops Avoid Context Limits
Bash scripts are valuable because you don't run into context limits. You can call an agent from the command line non-interactively, spawning a thousand instances if needed. Think about using Bash scripts and loops much more.
From Idea to Deck in 15 Minutes
What used to take days—formatting decks, laying out information compellingly—now takes 15 minutes with a Claude Code plugin. Go from raw idea to full presentation with slides, visual direction, speaker notes, and AI-generated illustrations.