Most teams can get an AI agent to call tools. The hard part starts when the tool can move money,...
Human-in-the-Loop for Solon ReActAgent: Pause Risky Tools Before They Run
Most teams can get an AI agent to call tools. The hard part starts when the tool can move money,...
Five releases from July 28–August 1: Kimi K3 open weights on HuggingFace, MCP 2026-07-28 stateless spec, OfficeCLI for agents, GLM-5.2 comparison, and VS Code Copilot updates.
Recap for July 28–31: GPT-5.6's cost-efficiency push, Gemini Robotics 2, GitHub stacked PRs preview, the 2x-not-10x LLM debate, and Kedge's SQLite-first infra bet.
The unglamorous contract — idempotency keys, server-side dedup, safe retries, and typed errors — that decides whether an agent-native product survives production. With TypeScript p...