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5 posts
AI-generated code does not get a testing exemption. A walk through what an end-to-end Playwright session caught on the salty.poker build, and why integration testing is the part the methodology cannot delegate away.
Spec-driven agentic development compresses the build phase. It does not eliminate the iteration loop. A debugging story from this week and what it says about the methodology.
I spent Tuesday morning staring at a 404 from a service I knew existed. The table engine was up. The routes were registered. The tests passed. And every single request from the front end came back wit…
There is a difference between asking AI to help you write a function and asking it to build your company. GitHub Copilot suggests an autocomplete as you type. That is promptresponse AI — you ask, it a…
Yesterday I took a screen scraper project and gave it a proper home on Azure. Containerized, monitored, secrets managed correctly, analytics wired up, alerts configured. The kind of infrastructure wor…