Auto

RightNow AI released Auto, a compiler that records LLM-agent behavior and compiles it into verified, capability-confined WASM binaries. The system uses a tiered runtime that falls back to a frontier m…

Researchers introduced Auto, a compiler that converts LLM agent behavior into verified, low-cost programs, achieving 96.9% parity on witnessed inputs at 6.4x lower cost on the AUTO-BENCH benchmark. Th…

GitHub Copilot is improving context handling and model routing to increase token efficiency in longer agentic sessions. Enhancements include prompt caching and deferred tool loading in VS Code, while …