Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
A field report from rolling out retrieval-augmented generation in production, including cache bugs, bad embeddings, and how we fixed them.
LLM Gateway Design for Multi-Provider Inference. Practical guidance for reliable, scalable platform operations.
How AI agents are moving from read-only copilots to autonomous automation with guardrails. Best practices for approval gates and rollback.
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.
Optimization techniques like LoRA and 4-bit quantization to run state-of-the-art models locally.
