Anthropic built its own git replacement for AI-scale coding. But you can’t have it.
This week, Anthropic revealed it built an in-house version control system to handle exploding code merges. It says Claude was both part Th…
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“Dormant deployments were quietly consuming storage”: Why Vercel tightened its free-tier rules
Vercel announced this week that teams on its free Hobby plan will now have older, unprotected deployments deleted immediately if The post “Dormant d…
Stop AI code sprawl before it destroys your software design
While AI code generators help teams ship faster than ever, that speed brings a hidden killer: Comprehension Debt. As soon The post Stop AI code spra…
AI broke code review. Two experts disagree on what replaces it.
Ask two experienced engineers about how to handle the flood of AI-generated code in their review queues, and you’ll get The post AI broke code…
Forget humans “in” the loop. Harness engineering puts humans “on” the loop.
AI has us quickly forgetting humans as the software delivery loop. Now, forget humans in the loop. For Thoughtworks’ distinguished The post Fo…
85% say code review is the new bottleneck. Here’s what the AI coding narrative leaves out.
A merge is a contract. The moment a change lands on main, every other team in the organization starts building The post 85% say code review is the n…
Why traditional CI/CD fails for LLMs (and the release gates we built to fix it)
This article explains why traditional CI/CD gates are not enough for production AI systems. I share a practical release-gating approach The post Why…
AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that.
There’s mounting evidence that AI coding tools are delivering on their less outlandish promises. With adoption shifting from 76% in The post A…
CI wasn’t built for coding agents. Here’s what comes next.
For years, integration tests have lived inside CI pipelines, triggered on push and answered ten, twenty, or thirty minutes later. The post CI wasn&#…
Improving token efficiency in GitHub Agentic Workflows
Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, fo…
Взлом Bitwarden CLI на npm: 1,5 часа кражи токенов и SSH-ключей
Bitwarden CLI 2026.4.0 на npm 22 апреля около 1,5 часа содержал малварь, крадущую GitHub/npm-токены, SSH-ключи и конфиги ИИ-ассистентов. Что делать.…