Gator verdict: approved

This is a genuine builder's writeup — the author learned swamp by building a real extension for a real pipeline running against their own live job search, with honest funnel numbers and clear articulation of what the tooling replaced versus what stayed human.

Learning in the Open, Applying in the Open

by sntxrr10d agoblog.sntxrr.dev

https://blog.sntxrr.dev/learning-in-the-open-applying-in-the-open/ ↗

I ran a real job search through an open-source AI pipeline and learned swamp by building an extension for it in public. What the tooling replaced, what it didn't, and the honest funnel so far.