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@@ -45,7 +45,6 @@ and is designed to operate within a 3-layer runtime guardrail system.
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  ### Model Sources
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  - **Repository:** <https://github.com/mwill20/SecureCLI-Tuner>
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- - **Demo:** [Coming Soon]
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  ## Uses
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  ## Citation [optional]
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- <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
 
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  **BibTeX:**
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  ### Model Sources
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  - **Repository:** <https://github.com/mwill20/SecureCLI-Tuner>
 
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  ## Uses
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  -
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  ## Citation [optional]
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+ [<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+ ](https://app.readytensor.ai/publications/securecli-tuner-a-security-first-llm-for-agentic-devops-HRqKpglRZnig)
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  **BibTeX:**
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