Notes

Field notes on building agents that earn their keep.

What I learn shipping AI agents into real operations — revenue-cycle, lead-gen, ops automation — and the open source underneath it. Written for operators, not for the timeline.

The agent is already inside your workflow

Most teams ask "where can we add AI?" That's the wrong question. The agents are already there — hiding in the repetitive judgment calls your team makes every day. Here's how I find them.

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More notes on the way — agents, RCM, lead-gen, and the open source underneath.