Jay Shah

A personal blog. Notes on engineering, work, and whatever I'm thinking through as I go.

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Selected writing

The Iterative Developer in the AI Era

Why shipping an imperfect first draft became a superpower, and what a company must do to support it.

My AI Dev Workflow

A layered AI development setup: Claude Code as the foundation, with custom skills, plugins, MCP servers, and multi-agent orchestration on top.

Collaboration vs Innovation

Constant collaboration and breakthrough innovation pull against each other. How to get the best of both.