The Growth Project
Writing
Teams & Skills
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Is Jujutsu a Git Superpower for AI Coding?
AI agents generate changes faster than Git branches can track. We measured the cost: ~60% of CI wasted on rebase churn. The tooling fix, and its limits.
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Build Skills, Then Loop Them Into a Super-Agent
A clever one-shot prompt answers a turn. A library of named skills plus a loop compounds. How to go from AI that helps you type to AI that runs a process.
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The Mid-Level Trap: Why Your Best Developers Are Blocking AI Adoption
Mid-level developers resist AI tools, not because the code isn't good enough, but because "good enough" threatens their identity. Here's how to fix it.
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Stop Giving AI Tools to Juniors
Everyone thinks AI tools suit juniors. Wrong: seniors spot mistakes, juniors accept everything. Why your AI rollout should start with the skeptics.
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How to Get Senior Engineers to Adopt AI Tools
Your seniors are skeptical of AI tools. Good. That skepticism is exactly why they'll get 10x results. Here's the tactical playbook for adoption.
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Vibe Engineering vs. Vibe Coding: Know the Difference
Vibe coding accepts whatever AI produces. Vibe engineering uses AI while staying suspicious. One ships demos, the other ships production code.