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ci-cd

CI/CD is a build automation strategy and part of DevOps

  • Continuous integration: Frequent merging of several small changes into a main branch.
  • Continuous delivery: When teams produce software in short cycles with high speed and frequency so that reliable software can be released at any time, and with a simple and repeatable deployment process when deciding to deploy.
  • Continuous deployment: When new software functionality is rolled out completely automatically.
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    A comprehensive collection of AI development patterns for building software with AI assistance, organized by implementation maturity and development lifecycle phases. Includes Foundation, Development, and Operations patterns with practical examples and anti-patterns.

    • Updated Feb 5, 2026
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    🚀 Production-ready template for building AI applications with Pydantic AI, FastAPI, PostgreSQL, Redis, LiteLLM, and comprehensive monitoring. Includes admin panel, CI/CD, testing, and observability out of the box.

    • Updated Jan 20, 2026
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