Anthony Ludwig

I'm Anthony Ludwig—Tony to most people—and I've been building Product Manager Hub on my own: the essays, ProductBot, the knowledge base, MCP for Claude, and the tools behind the scenes.

The work started from a simple frustration. Product leaders are asked to make AI-era calls with recycled blog takes and generic model answers. I collect frameworks, failure patterns, and decision criteria from real product practice, then share them so others can move with more clarity.

Along the way I also ship products and client sites—paint tools, local business platforms, clinic sites, and experiments you can see on Built. Advisory is available when you want a partner on the hard calls, not another deck.