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LLM

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Defense at Machine Speed: Automating Continuous Red Teaming in Kubernetes with LLM Agents and Python

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Taming Non-Determinism: Building Reliable AI Systems with Pydantic and Structured Outputs

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Beyond Static Evals: Catching Rare LLM Logic Bugs with Property-Based Testing and Python

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Owners, Not Renters: Orchestrating Distributed LLM Fine-Tuning on Kubernetes with KubeRay and LoRA

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Stop Renting GPUs: Serving Quantized 30B+ LLMs on CPU-Only Kubernetes Clusters with Ollama

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Beyond RAG: Mastering Domain-Specific LLMs with QLoRA and Hugging Face PEFT