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AI · Oct 23, 2026 · 4 min readFine-Tuning or Prompting? A Decision Guide for Small TeamsWhen prompting, RAG or fine-tuning is the right way to adapt a language model, and what each one costs a small engineering team.#Fine-Tuning#LLM#MLOps
AI · Sep 25, 2026 · 4 min readHosted LLM APIs or Self-Hosted Open Models?GPT, Claude and Gemini APIs against self-hosted open models, compared on cost, privacy, latency and the engineering effort each one needs.#cloud#Cost Optimization#LLM
AI · Aug 18, 2026 · 4 min readRunning Open Models in Production: A Practical Starting PointWhat it takes to run Llama, Mistral, Qwen, Gemma or DeepSeek in production: picking a model, sizing hardware, serving it and keeping it healthy.#GPU#Infrastructure#Kubernetes
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