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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.
Learn to architect and implement full-stack web applications with LLM agents, covering backend orchestration, tool usage, and frontend interaction patterns for intelligent, production-ready systems.
Learn how to create optimized VS Code Dev Containers for your AI/ML projects, ensuring consistent development environments, faster onboarding, and reproducible results for your team.