Why it matters
The context size alone unlocks whole-codebase reasoning — this changes what you can hand off to AI agents.
Anthropic releases Claude 4 Opus with native computer use, 200K token window, and significantly improved code generation benchmarks.
Why it matters
When your stack evangelist walks something back, that's signal worth paying attention to.
Theo explores the tradeoffs of tRPC vs React Query + OpenAPI codegen in large teams, with honest takes on where tRPC struggles.
Why it matters
The skill ceiling is rising, not the floor. Staying senior means being the person who directs the AI, not competes with it.
Analysis of hiring data from 500 tech companies shows junior engineer headcount down 34% YoY while senior roles grew 12%.