Jamie's Blog

The curious developer's ODYSSEY, Exploring the Universe of TECH, CODE & AI.

Beyond the IDE: Running Autonomous Agentic SDLC in Isolated Containers

How I finalized the architecture for running autonomous coding agents in isolated non-root containers with '3+1' stage execution and autonomous PR review triage.

Posted by Jamie Zhang on Tuesday, November 3, 2026

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Senior Software Engineer, Open source enthusiast, PMP, Scrum master

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agentic ai agentic sdlc agents ai ai agents anthropic architecture aws code review deep learning devops docker hermes k8s kubernetes llm llm agents multi-agent nosql prompt engineering python redis spring spring boot spring cloud system design tool use transaction management transformer vault
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