Ankita Patel

Python, TypeScript/Node. Years of integration platforms and developer-facing products; these days test harnesses, sandboxes, and MCP servers. Engineering manager by trade, hands-on by habit.

What it takes to run generated tests against real repos: kernel-level sandboxes, polyglot monorepo harnesses, and lately, distribution the hard way.

https://github.com/anp0429/edgeverdict

Trying edgeverdict on your repo and telling me where it lies to you. Also happy to talk agent evaluation, reviewing AI-generated code, and engineering leadership.