Jamie's Blog

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

Scaling Agentic SDLC: Designing an Adaptive Auto Mode for Autonomous Coding

Borrowing lessons from Anthropic's code review architecture to scale the Dual-PR model into an adaptive 'auto' mode that balances safety with developer speed.

Posted by Jamie Zhang on Monday, November 2, 2026

Kubernetes dashboard deployment

Deploy K8S dashboard with TLS enabled and Cluster Admin role user access.

Deploy K8S dashboard with TLS enabled

Posted by Jamie Zhang on Tuesday, April 12, 2022

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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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