I added a basic CI pipeline to four repos that never had one. The first run went red before it ran a single test — because a clean checkout exercises the one environment my machine never does.
CI Paid for Itself on the First Run: 4 Repos, Real Bugs
Related
claude-security Beta: Cost, Output, Accuracy — 189 Agents, 2 Hours, Measured
A measured first-hand report on Anthropic's beta claude-security plugin for Claude Code. What it costs in wall-clock time, what the output actually looks like, how far you can trus...
freee + MCP: I Automated My Japanese Tax Return With Claude Code — 3 Things That Broke in Production
freee ships an MCP server. I wired it up to Claude Code for my 2026 tax return. Bookkeeping got 20× faster. Then production surfaced three breakage modes MCP couldn't fix on its ow...
Can We Debug AI Models?
We are not really working with AI models yet — we are playing with them like children who have been...