AI Coding Tools Need the Same Policy Everywhere
Coding-agent governance only works when the same rules follow developers across every client and cloud task.
Engineering notes from the sharp end
Practical writing about software, systems, delivery, and things that behave strangely under pressure.
wade womersley – york based software engineer I write the way I work: direct, useful, and more interested in what holds up in production than what sounds clever on a slide.
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Science
Euclid has found 31 exceptionally old quasars, including two from the universe’s first 670 million years, and the scale is hard to picture.
Programming
CloudFormation Express mode can cut deployment waits sharply, but configuration complete is not the same as ready for traffic.
Programming, Software Engineer
.NET 8 and .NET 9 both reach end of support on November 10, so teams on either runtime should plan the move to .NET 10 now.
AI, Programming
CodeQL 2.26 can trace untrusted values into JavaScript and TypeScript system prompts, turning one AI security risk into something code review can see.
Software Engineer
GitHub Models closes on July 30, with brownouts first, so this is a migration deadline rather than a product update to read later.
PHP, Programming
PHP 8.6 Alpha 1 is not for production, but it is exactly when framework, library, and platform teams should begin compatibility testing.
AI
GPT-5.6’s Sol, Terra, and Luna tiers make model choice a practical cost decision instead of a hunt for one universal default.
Software, Software Engineer
Android developer verification should be treated like release infrastructure, especially for teams distributing outside Google Play.
Programming, Software
Jetpack Compose 1.11’s testing changes are worth planning for because timing assumptions can quietly break mobile test suites.