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Add Loopentx — Python framework for autonomous agentic loops#3210

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D1EE7P2U9 wants to merge 2 commits into
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Add Loopentx — Python framework for autonomous agentic loops#3210
D1EE7P2U9 wants to merge 2 commits into
vinta:masterfrom
D1EE7P2U9:master

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@D1EE7P2U9

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Loopentx fills a gap in the agentic AI ecosystem — it's the trust and
policy layer that makes agent loops safe to run unsupervised in production.

Key differentiators vs LangGraph / CrewAI:

  • Loop-native memory (persists across runs automatically)
  • ctx.think() — explicit, named LLM decision point
  • Shadow mode — skills run N dry cycles before touching real systems
  • Trust scoring — skills earn autonomy over time (UNTRUSTED → AUTONOMOUS)

GitHub: https://github.com/yourusername/loopentx
PyPI: pip install loopentx

Added a new section for Loop Engineering and reintroduced Loopentx.
@JinyangWang27

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@D1EE7P2U9 Thanks for your submission. Despite of the invalid link, this project does not meet our acceptance criteria:

Repository age: The repository was created 2 days ago. We require a minimum of 3 months (or 6 months for Hidden Gem submissions) to ensure project stability.

GitHub stars: 0 stars (minimum 100 required, or strong justification for Hidden Gem).

Please see our CONTRIBUTING.md for full requirements. You're welcome to resubmit once the project has matured and gained community traction.

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2 participants