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paper: add WFGY 1.0 framework for LLM self-healing (fixes #101) - #103

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paper: add WFGY 1.0 framework for LLM self-healing (fixes #101)#103
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NJX-njx:add-wfgy-101

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@NJX-njx NJX-njx commented Mar 3, 2026

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Summary

Adds WFGY 1.0 framework paper to the paper list as requested in #101.

Changes

  • Add new section ### LLM Reliability & Debugging\ under LLM Inference in \paper-list/systems-for-ml/llm.md\
  • Add WFGY 1.0 entry with DOI, PDF, and Code links

References

Closes #101

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Copilot AI review requested due to automatic review settings March 3, 2026 14:11

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Pull request overview

Adds the WFGY 1.0 framework paper to the existing LLM systems paper list to address the request in issue #101.

Changes:

  • Introduces a new subsection, “LLM Reliability & Debugging”, under the LLM Inference section.
  • Adds a WFGY 1.0 entry with DOI, PDF, and code repository links plus a brief descriptive note.

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### LLM Reliability & Debugging

* WFGY 1.0: A Framework for LLM Self-Healing and Debugging (Figshare) \[[DOI](https://doi.org/10.6084/m9.figshare.30338884)] \[[PDF](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf)] \[[Code](https://github.com/onestardao/WFGY)]

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Link labels/targets here are inconsistent with the rest of this file: other entries typically use link text like [Paper]/[arXiv] (and avoid direct GitHub blob/main links for PDFs). Consider changing DOI -> Paper (pointing at the DOI landing page) and either dropping the PDF link or pointing it to a stable Figshare-hosted download URL instead of the GitHub blob, which can break if the repo reorganizes or GitHub blocks large files.

Suggested change
* WFGY 1.0: A Framework for LLM Self-Healing and Debugging (Figshare) \[[DOI](https://doi.org/10.6084/m9.figshare.30338884)] \[[PDF](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf)] \[[Code](https://github.com/onestardao/WFGY)]
* WFGY 1.0: A Framework for LLM Self-Healing and Debugging (Figshare) \[[Paper](https://doi.org/10.6084/m9.figshare.30338884)] \[[Code](https://github.com/onestardao/WFGY)]

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Suggestion: add WFGY 1.0 as a framework paper on AI infrastructure and self-healing LLM systems

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