Human-in-the-loop execution for LLM agents
pythonlinuxclisecuritydevopsautomationmcpsandboxsysadminpython3developer-toolshuman-in-the-loopllmllm-agentsagent-safetysupervised-execution
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Updated
Apr 13, 2026 - Python
Human-in-the-loop execution for LLM agents
Spec-driven development harness for AI coding agents with human-in-the-loop approval gates. Turns one-sentence ideas into approved specs, dependency-aware task graphs, and verified run logs for Claude Code, Codex, and Gemini CLI.
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