Certificates

I’m a shift-left advocate fueled by logic puzzles and the fresh, salty tears of developers. I help devs design and scaffold tests early to destroy bugs before they hatch. I build AI tools to do my dirty work, like a Claude+MCP test-scaffolder that weaponizes Jira context, and an automated gap reviewer that knows your coverage is lying to you. Let’s build bulletproof engineering workflows together.
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