
AI Is Fertilizer. Now We Have to Learn to Prune. 🌳
Agents are growing our codebases faster than we can maintain them. Orchard engineering pairs every growth loop with a pruning loop so code stays healthy at agent scale.
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Long-form thinking on how companies adopt agentic AI, engineering leadership, and building a career with intention.
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Agents are growing our codebases faster than we can maintain them. Orchard engineering pairs every growth loop with a pruning loop so code stays healthy at agent scale.

Our Belize diving trip got derailed by an emergency diversion to Amarillo, Texas. Here's how I used Claude to turn chaos into a series of informed decisions, fast.

I attended Deep Atlas's immersive ML bootcamp in SF with a crew of Slack engineers, gave a lightning talk on my AI workflow, and walked away with a much stronger foundation in ML, from linear algebra all the way to LLM agents.

AI tools have me in a new flow state—Idea → prompt → output → refine → ship. It’s fun, addictive, and changing how I build.

2025 brought growth, humility, and clarity. As I look toward 2026, I’m choosing focus, community, and a deep commitment to leveling up.

A new chapter in SF begins. Reflecting on my first month as an Engineering Manager, house hunting, and staying hopeful through challenges.
I share what I’m learning about bringing AI agents to whole companies, for engineers and everyone else. Follow along for more.