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The Honcho backend landed in #4730 without user-facing docs: the main README's Long-Term Memory section covers the other opt-in backends (mem0, openviking) but never mentions honcho, and unlike mem0 the backend shipped no guide README. - Add backends/honcho/README.md mirroring the mem0 guide structure: configuration (with the plain-HTTP api_key guard), workspace-per-user isolation and fail-closed identity, recall/search behavior per mode, limitations (no fact CRUD -> gateway 501, no DeerMem migration), and async/failure-policy semantics. - Add a short honcho paragraph + guide link to the README Long-Term Memory section, alongside the existing mem0 paragraph.