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Notes on fullstack engineering, AI in production, and shipping reliable software—newest first.
Learn practical strategies and tooling to build automated CI/CD pipelines for managing, versioning, and deploying machine learning models reliably from training to production.
Explore efficient local LLM deployment with Lemonade by AMD, leveraging GPU/NPU for speed and open-source flexibility. Learn practical integration into Python applications using FastAPI for powerful AI services.