Jamie's Blog

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

From AI-First + SDD to Agentic SDLC: Building a Dual-PR Governance Engine for Autonomous Coding

Why pairing AI-first coding with Spec-Driven Development (SDD) breaks down when autonomous agents enter execution loops, and how I built a Git-anchored Dual-PR SDLC engine to govern delivery.

Posted by Jamie Zhang on Sunday, November 1, 2026

avatar

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

FEATURED TAGS
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
FRIENDS