
AI-Augmented Engineering: How I Ship Production Software Faster Without Cutting Corners
My real workflow for pairing Claude Code, the Model Context Protocol, and LLMs with disciplined engineering and test automation to ship reliable software faster.
Our notes on software engineering, quality assurance, and AI-augmented delivery
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