Notes tagged with

ai-engineering

Historical warnings arrived months or years before market peaks. This article compares those lead times with the AI investment boom and asks which signals matter more than the word bubble.

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.