Claude Code 2.1.197 makes Sonnet 5 the default with a native 1M-token context and promo pricing
Update to Claude Code 2.1.197, plan for Sonnet 5’s new defaults, and test long-context workflows while pricing is low.
Update to Claude Code 2.1.197, plan for Sonnet 5’s new defaults, and test long-context workflows while pricing is low.
Treat AI coding like cloud: route by cost, meter everything, and cap usage before token burn caps you.
Copilot just got easier to run in JetBrains and easier to extend in Java—use it, wire your tools, and watch the agent workflow mature.
Harness turned agent hype into governed CI/CD workers you can actually run in production without duct tape.
Agent evals are finally about real work, and the first results say tighten your gates before you scale.
Agent memory is moving from replaying chats to structured cues—expect lower token costs and steadier recall if you design for it.
In-database reranking in Atlas shrinks your RAG stack; measure if it’s good enough to replace your external reranker.