A code review gate that verifies changes by executing tests, not by judging diffs. An LLM proposes edge-case tests; a deterministic harness runs each one; a behavior is a gap only if its test runs and fails.
Audit what reaches a Claude Code subagent: instructions, skills and tools that delegation drops without an error.
Audit what reaches a Claude Code subagent: instructions, skills and tools that delegation drops without an error.
The Mac Studio M5 Ultra runs AI coding models locally, but new math shows it takes years to beat a $200-a-month subscription. (via Cult of Mac - Your source for the latest Apple news, rumors, analysis, reviews, how-tos and deals.)
Last week, the mystery around the Ox Alpha AI model was so thick that you could cut it with a knife. Yet, a few days later, the enigma has been de-mystified, and that too by none other than the China-based AI lab Zhipu (Z.ai), which has identified the Ox Alph…
