Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Model Serving Observability Stack. Practical guidance for reliable, scalable platform operations.
RAG Retrieval Quality Evaluation. Practical guidance for reliable, scalable platform operations.
Prompt Versioning and Regression Testing. Practical guidance for reliable, scalable platform operations.
LLM Gateway Design for Multi-Provider Inference. Practical guidance for reliable, scalable platform operations.
Learn how to fine-tune LLMs like Llama 2, Mistral, and GPT models for your specific use case. Includes LoRA, QLoRA, and full fine-tuning techniques.
Learn how to containerize and deploy LangChain applications in production. Best practices for scaling, monitoring, and maintaining AI-powered services.
Optimization techniques like LoRA and 4-bit quantization to run state-of-the-art models locally.
