Notes tagged with

ai-engineering

A practical architecture for selecting actionable Sentry issues every week, asking humans for approval, and handing one bounded task to GitHub Copilot.

Git worktrees isolate source, not runtime state. Learn how to choose containers, VMs, task services, credentials, and approval boundaries for coding agents.

Git worktrees predate coding agents. Learn what they share, what they isolate, and why parallel agents make this old Git feature feel like infrastructure.

Companies are unbundling coding assistants into internal agents, gateways, private inference, tools, and governance. Real deployments show why control often moves in-house before frontier inference does.

Navigable code does not make coding agents more correct, but it can reduce tokens and repeated file visits. This guide turns evidence about names, boundaries, and hidden dependencies into practical coding and review rules.