KNOWLEDGE NOTES

Knowledge Notes

Explore curated knowledge, course notes and methods, with their existing content and sources preserved.

This index lists complete English editions. Additional Chinese notes and bilingual updates remain available in the Chinese index.

350knowledge notes
AI Engineering / Anthropic and Claude

Anthropic · Claude Managed Agents Platform + 2026 Product/Security Updates (Official Blog Condensed)

Themed condensation of 13 official 2026 blog posts. The core is Claude Managed Agents — a set of APIs for "renting Anthropic's cloud infrastructure to run long-horizon agents": memory (cross-session memory) + dreaming (sleep-time self-improvement) + outcomes (scored self-correction) + multiagent (lead-worker collaboration) + self-hosted sandboxes (bring-your-own sandbox) + MCP tunnels (private network tunnels), underpinned by a decoupled meta-harness design of three components: "brain (Claude + harness) / hands (sandbox) / session logs". Additional content covers the Claude Code desktop app rebuild (parallel agents) + harness design philosophy (use tools Claude already knows / keep asking "what can I turn off") + enterprise deployment data + containment security architecture for three products + a security checklist for AI-accelerated offense and defense + chart visualization / frontend Skills / lifestyle connectors.

Hosted AgentsAgent ArchitectureSecurity updatesEnglish edition