AI Engineering in Practice8 min read
Docker Compose for the full AI agent stack
How to run your entire agent stack locally with Docker Compose. Postgres, Redis, the agent service, Langfuse, and the network rules that just work.
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Docker
Explore our latest articles and insights about Docker.
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AI Engineering in Practice8 min read
Docker secrets management for agentic AI services
How to inject API keys and secrets into agent containers without baking them into the image. BuildKit secrets, runtime injection, and the 3 bad patterns.
AI Engineering in Practice8 min read
Docker build errors: troubleshooting AI service Dockerfiles
How to fix the 5 common Docker build errors in AI service Dockerfiles. apt-get failures, wheel builds, layer cache misses, and the silent bugs.
AI Engineering in Practice9 min read
Dockerizing AI systems: a layered image approach
How to Dockerize a production AI service with multi-stage builds, layer caching, and a 150 MB runtime image. The pattern that survives real deploys.