Development

5 articles

Development

Amazon and Meta Killed Their AI Coding Leaderboards

Amazon's KiroRank and Meta's Claudeonomics ranked engineers by AI tokens consumed, until gamed usage inflated costs and both companies quietly shut the boards down.

Development

The Study METR Couldn't Run: What a Failed Control Group Reveals About AI Coding

METR tried to repeat its AI-productivity study in 2026 and couldn't recruit developers willing to work without AI — a methodological failure that may say more than any number could.

Development

Open Source's No-More-Pull-Requests Moment

Ladybird, tldraw, and the whole Jazzband collective have stopped taking public pull requests. It isn't a verdict on AI code quality — it's open source rebuilding its trust model from scratch.

Development

The End of Code Review, or Just Its Relocation?

A provocative paper declares human code review obsolete now that agents can do it faster. The evidence suggests something narrower and more interesting is actually happening.

Development

FrontierCode: The Benchmark That Asks Whether AI Code Is Ready to Merge

A new benchmark built with more than 20 open-source maintainers deflates the record-breaking numbers behind coding agents: even the best model clears only 13% of the hardest tasks.