Testing Neovim in a Container with Finch (like Docker)
So developers like CI... for everything! We do this because we like things to be automated. Building software is tedious and risky. If we can push a c…
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"Autonomous coding agents don't break in the middle, they break at the seams"
After running AI coding agents in production for a while, one thing became clear: the failures aren't in the code the model writes. They're at the sea…
Switching our LLM-as-judge from 5-class to binary in CI: the patterns we kept
A few months back our LLM-as-judge ran on a 1-to-5 helpfulness scale. The CI gate stayed green because we were averaging that score. Spot-checking aga…
Running Claude in CI: A GitHub Actions + Claude Code SDK Auto-PR-Reviewer That Costs $0.03 per Review
⚠️ この記事はアフィリエイト広告（プロモーション）を含みます。リンク先で発生した収益の一部が運営者に支払われますが、読者の購入価格には一切影響ありません。 By the end of this article you will have a GitHub Actions workflow that…
Your CI Pipeline Is Lying to You — 5 Signals You're Ignoring (And How to Fix Them)
Your CI pipeline is green. Deployments go through. The team ships features on time. Everything looks fine. But look closer. That "green" pipeline is a…
What if your CI was just code? Workflows, a typed platform, and a model one function away
Originally published at plain.jxd.dev/blog/ci . Cross-posted here for the dev.to community — the canonical version (and any future updates) lives on t…
Why green CI doesn't mean your system works
A case study: how a TypeScript migration doubled my test runs — with zero failures CI was green. Tests were passing. PRs were merging. The system was …
The Agentic Bottleneck: Why We Need to Rethink CI
Cross-posted from carrick.tools . The agentic development cycle has completely upended traditional software engineering practices. Teams are looking t…
Are you really doing CI/CD?
No. There's no such thing as 'CI/CD'. CI and CD are two distinct things, and you're probably not doing them either. This is Part 1: how to actually do…
Why Debugging CI Failures Still Wastes More Dev Time Than Writing Code
The real cost of a red pipeline CI pipelines fail. That's expected — it's literally their job to catch problems. But here's what shouldn't be normal: …
Braintrust Autoevals: CI Gates for LLM Regressions
LLM applications need a different kind of regression test. Unit tests can tell you whether a function returns a value, but they do not tell you whethe…
Fifteen lines of Proxy to keep an SDK from breaking my CI
The Friday Vercel refused my merge Friday April 10th, late afternoon. I merge to main a Stripe integration that opens a payment webhook endpoint. Verc…