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RENEW HOME

Agentic Engineering Training

Most recently — this time as Martian alone — we ran a training tour across three of Renew Home's offices: Portland, New York, and San Francisco. Three weeks of preparation went into a curriculum tailored to their codebases before the tour itself.

The mornings were less a list of tips than an opinionated practice for doing real engineering with agents — moving past one-off "vibe coding" toward the durable habits a senior engineer can lean on inside a large, living codebase, with the judgment and operating discipline production work demands. One idea we're especially fond of: energy-aware model selection — choosing a model to minimize the compute spent per correct result rather than per prompt, since the real cost of a wrong-sized model is all the retries and rework it forces.

The afternoons were hands-on: a bring-your-own-task session where our engineers worked the room and helped each Renew Home engineer apply the day's skills directly to their own live work.

Start
May 2026
Duration
5 weeks
Stack
Claude Code · Codex
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