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AI · Nov 11, 2026 · 4 min readFrom Idea to AI Feature in Six WeeksHow an AI project runs end to end in six weeks: discovery, design, prototype, infrastructure, rollout, then measuring and improving.#automation#Infrastructure#LLM
AI · Nov 2, 2026 · 4 min readCI/CD for Models and PromptsEvaluation gates, model registries, canary releases and rollback: applying CI/CD discipline to prompts and models in LLM applications.#CI/CD#devops#Kubernetes
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
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