{"slug":"autogen-manav","title":"AutoGen + Manav: multi-agent attestation chains","summary":"Multi-agent conversations need delegation chains. Wire Manav into AutoGen's graph and every step carries the human's signature.","lede":"In AutoGen, agents talk to each other. Each conversation produces actions. The unanswered question is which human authorized which side.","date":"2026-05-04","reading_time":"4 min","category":"Developer","tags":["AutoGen","multi-agent","attestation","code"],"image":"https://cdn.twc.sh/images/igcache/AutoGen%20Manav/1500_900/blog.jpg","url":"/blog/autogen-manav.html","wordcount":580,"related":["langchain-human-in-the-loop","crewai-manav","audit-trail-design"],"schema":"TechArticle"}