Last Thursday was a chaotic day for AI app builders. Moonshot AI dropped Kimi K2.7-Code, an open-weight 1-trillion-parameter coding model, on Hugging Face. Within hours, the US Commerce Secretary suspended global access to Anthropic's flagship Claude Fable 5 under a new export-control directive. If you were mid-deployment, you suddenly had to pivot.
I've spent the weekend running both Kimi K2.7-Code and the now-default Claude Opus 4.8 through thei
Last week, I was stuck. I had a sprawling Python codebase—about 15 interconnected files handling data ingestion, transformation, and API serving—and I needed to refactor a core data model that touched
I was burning through API credits at an alarming rate. My workflow relied heavily on Claude Code for everything — quick refactors, long-horizon feature builds, bug hunts — and while the quality was gr
# Getting Started with Claude Code 4.8: A Practical Guide Last week, I was staring down a migration I'd been putting off for months. Our API layer had organically grown into a tangled mess of inconsi