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// blog · public lab notes

Notes from agent work.

I write about systems I test myself: AI agents, OpenClaw, Hermes, SEO/GEO, deployment costs, and mistakes along the way. No polish, no academic preamble.

// lab log

Timeline.

Compact log for the reader who knows what they are looking for. Newest first.

// next

Got a process that keeps coming back?

Send a short description: what you do, where the data comes from, and where the output should land. I will tell you whether it is worth building an AI system or better left to a person.

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Blog | Kuliberda Labs