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Notes on fullstack engineering, AI in production, and shipping reliable software—newest first.

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—·1 min read
Streamline Local LLM App Development with Docker Compose
Learn to set up a self-contained local environment for LLM app development using Docker Compose. Deploy vector stores, open-source models, and FastAPI for a streamlined build process.
llm
docker
developer-tools
ai-ml-in-production
full-stack
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—·1 min read
From Prompt to Product: Integrating LLM Agents into Full-Stack Web Applications
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.
ai/ml
full-stack
llms
agentic-ai
web-development
production-ml
developer-tooling
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All agentic-ai agents ai ai-ml-in-production aiml amd authentication automation benchmarking browser career cicd claude cognitive-load creative-ai developer_tools developer-tooling developer-tools digital-identity docker eidas evaluation fastapi full-stack gpu human-feedback langchain langgraph language-models llm llms local-deployment machine-learning maintainability ml mlops mobile-security multi-agent nlp npu open-source orchestration privacy production production-ml productivity prompt-engineering proprietary-platforms python qwen reinforcement-learning reproducibility rlhf security software-design text-generation turing typescript vs-code web_security web-development workflow