Projects

AGNT GM

A Telegram bot builder that used coding agents to turn a brief into a deployable bot.

AGNT GM was an attempt to make a “Lovable for Telegram bots.” I owned the builder path: blueprint generation, agent execution, model selection and integration, and deployment.

The product did not find a reliable user path. The useful record is the engineering work: instrumenting a live agent product, testing multiple harnesses against real briefs, and being honest about what the traces did and did not prove.

Content by Stanislav Smirnov (yo@laont.me) · CC BY 4.0. Credit the author, link to this page and the license, and indicate changes when sharing.

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