Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
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.
A deep dive into managing stateful LLM workloads, scaling inference endpoints, and optimizing GPU utilization in a cloud-native environment.
Optimization techniques like LoRA and 4-bit quantization to run state-of-the-art models locally.
