Topic
AutoGen Human-in-the-Loop Workflows
12 posts on autogen human-in-the-loop workflows — part of framework tutorials on the n4n AI blog.
Taking AutoGen human-in-the-loop agents to production
A practical guide to deploying AutoGen human-in-the-loop agents in production, covering state persistence, approval workflows, observability, and scaling patterns.
Slack approvals for AutoGen agents: a practical guide
Build Slack-based human approval workflows for AutoGen agents with a production-ready pattern covering setup, timeouts, retries, and common failure modes.
Designing escalation paths in AutoGen agent workflows
Practical patterns for building human escalation paths in AutoGen multi-agent workflows, with code examples and tradeoff analysis.
Human review checkpoints in AutoGen GroupChat
Learn to add human review checkpoints to AutoGen GroupChat workflows with step-by-step code examples and verification strategies.
UserProxyAgent human_input_mode explained with examples
Explains autogen userproxyagent human_input_mode: the ALWAYS, TERMINATE, NEVER settings, how the conversation loop uses them, with runnable examples.
Building an AutoGen agent that asks before it acts
Learn how to build an autogen agent ask before acting pattern with human-in-the-loop approval using AutoGen's callable tools and a console input gate.
AutoGen human-in-the-loop with Claude Opus 4.5 via n4n.ai
Step-by-step guide to building AutoGen human-in-the-loop workflows with Claude Opus 4.5 through the n4n.ai gateway, including runnable code and verification.
AutoGen human-in-the-loop tutorial for agent approvals
Step-by-step autogen human in the loop tutorial for agent approvals: build guarded tools, configure UserProxyAgent, and run sign-off flows with code.
AutoGen human-in-the-loop: pausing agents for review
Learn how to implement autogen pause agent for human review workflows with practical code, step-by-step setup, and verification tips for engineers.
AutoGen human-in-the-loop for high-stakes code execution
A practical guide to implementing autogen human in the loop code execution safety for high-stakes workflows, with patterns, code, and pitfalls.
AutoGen ALWAYS vs TERMINATE vs NEVER input modes
Compare AutoGen human_input_mode ALWAYS vs TERMINATE vs NEVER across cost, latency, ergonomics, and limits, with table and use-case verdicts.
Add a human approval gate to AutoGen tool calls
Step-by-step guide to adding a human approval gate to AutoGen tool calls using a Python function wrapper, with runnable code examples and verification steps for safe agents.
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