How to Roll Out Coding Agents to an Engineering Team
Six copyable artifacts for rolling out coding agents to a dev team: review rule, AGENTS.md, handoff, controls, pilot log, and gh baselines. Vendor-neutral.
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Writing · Tag
32 posts on AI tools, page 1 of 3. Or browse the full writing index →
Six copyable artifacts for rolling out coding agents to a dev team: review rule, AGENTS.md, handoff, controls, pilot log, and gh baselines. Vendor-neutral.
DHH's Campfire benchmark has Rust far ahead of Elixir and Go. The repos show Rust got 398 commits and 16 merged performance PRs. The others got three.
The agent pipeline that runs this blog, stage by stage: where AI is safe because its output is checkable, and where a human has to stay in the loop.
Linux setup used to cost me hours per problem. Six things broke across my two machines, most fixed in minutes with an agent, and two that took longer.
Ten skills my coding agent runs to fact-check drafts and find where my posts stop reaching people, tested on my own site before I sold them.
Omarchy's new Agentic QA swarm tests every release. I run Omarchy on two machines and update within days. Here's what the design catches, and what it can't.
Omarchy's launcher gives every coding agent a skip-approval flag by default. The attack surface a security lead inherits, and what Omarchy gets right.
Omarchy's own AGENTS.md, skills, and a design doc reviewed by two other vendors' agents, read from the quattro branch instead of the README.
Compression toward machine-preferred notation isn't a future bet. It's already landing in context formats, agent protocols, and the files your harness reads.
Four Elixir options for schema-validated LLM output, scored on maintenance, provider coverage, retry behavior, and escape hatches.
José Valim's case for Elixir as a coding-agent harness holds up on the runtime. The tax is the ecosystem around it: sandboxing, plugins, and SDKs.
A restructure log: what broke in the AIOS v1 tree at multi-scope scale, why identity-first beats type-first, and what shipped in v2.