For AI agents: a documentation index is available at the root level at /llms.txt and /llms-full.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.
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HomeDocsAPI ReferenceMCP ServerChat SDKsRelease Notes
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Release notes

Welcome to Ada’s release notes. Scroll down to see a list of recent releases, or subscribe to get notified about updates.

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June 3, 2026
June 3, 2026
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MCP: improvement guide, feedback tool, and propose_change confirmation

Updates to the MCP Server documentation and tools:

get_improvement_guide returns Ada’s entity improvement guide — when to use articles, coaching, playbooks, and other entities, plus best practices for making suggestions. Call it before using propose_change.

send_feedback lets AI assistants send structured feedback directly to Ada’s development team — for workflow gaps, tool quality issues, or missing capabilities.

propose_change now uses a three-phase flow: discover field schemas, preview the proposed change for user confirmation, then execute with confirmed: true.

Learn more in the MCP Server documentation.