Before You Trust the Score, Suspect the Test: A Reading Guide to Anthropic's Agent Evals Playbook

Opus 4.5 went from 42% to 95% on CORE-Bench without any change to the model. What changed was a broken test and an overly restrictive harness. The part of Anthropic's agent evals guide most worth reading is its string of cases where the score lied, plus the advice it keeps coming back to: read the transcripts before you trust the number.

Claude Code’s Big April Update — Security Patches, Named Subagents, and That 60%-Faster Write Tool

Claude Code shipped three releases in three days in early April (v2.1.94 → v2.1.101), spanning security hardening, new commands, and performance gains. From command injection fixes to subagents finally getting names, the release cadence feels like the whole team downed ten shots of espresso.