A deep dive into the DeepSeek Harness agent loop: ReactLoopAgent, the turn/step model, the idle-maintenance-running phase machine, every durable session event, and the four extension points where plugins intercept requests, tools, and turns.

DeepSeek Harness (dsh) v0.1 developer preview is now open source under MIT. Full 2026 guide: the everything-is-a-plugin architecture on Cordis, four run modes, append-only session logs, and how to start with npx @deepseek-ai/dsh web.

A complete guide to OpenClaw's Dreaming system — the three-phase background process that turns short-term memory signals into durable long-term knowledge.

How Google Chrome's new WebMCP protocol transforms every website into a structured tool for AI agents. Learn the Declarative and Imperative APIs, best practices, and how to try it today.