awaithumans

awaithumans/awaithumans-human-in-the-loop-ai-agents

Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop (HITL) library for production LLM agents: Slack, email, and web dashboard. Typed Pydantic and Zod responses. Durable Temporal and LangGraph adapters. AI verifier. Audit trail. Self-hosted, Apache 2.0. Python and TypeScript.

21 stars 8 forks 21 watchers Python Apache License 2.0
agent-memory agent-skills agent-workflow agentic-ai ai-agents ai-infrastructure claude function-calling hitl human-feedback human-in-the-loop langchain langgraph mcp multi-agent prompt-engineering pydantic slack-bot temporal workflow-orchestration
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1 Open Issue Need Help Last updated: Aug 20, 2026

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CLI: add --slack-team-id / --slack-user-id flags to awaithumans add-user about 2 hours ago
enhancement good first issue help wanted
awaithumans/awaithumans-human-in-the-loop-ai-agents
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Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop (HITL) library for production LLM agents: Slack, email, and web dashboard. Typed Pydantic and Zod responses. Durable Temporal and LangGraph adapters. AI verifier. Audit trail. Self-hosted, Apache 2.0. Python and TypeScript.

Python
#agent-memory#agent-skills#agent-workflow#agentic-ai#ai-agents#ai-infrastructure#claude#function-calling#hitl#human-feedback#human-in-the-loop#langchain#langgraph#mcp#multi-agent#prompt-engineering#pydantic#slack-bot#temporal#workflow-orchestration