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Shifting the Bottleneck: Re-engineering CI/CD Pipelines for the AI Coding Era

Originally published on tamiz.pro . For over a decade, the definition of developer velocity has been tied to the time it takes to merge a pull request.

  • AI coding agents have reduced code generation from hours to minutes.
  • CI/CD pipeline has become the new bottleneck in development process.
  • Shift focus from typing to execution environment in DevOps architecture.

05 - After Wiring Up TencentDB Agent Memory, Why I'm Still Reading About Mnemosyne OS

Cover: accumulated project experience leading into the next handoff. AI-generated concept illustration. A note before we start: all five diagrams below carry Chinese labels; the English captions…

  • Author revisits TencentDB Agent Memory after unsatisfactory draft.
  • Questions how AI can retrieve relevant, up-to-date memory across sessions.
  • Proposes memory retrieval flow ensuring project phase relevance and validity.

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