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Agents.

Ipnops writing on agents.

Ipnops · blog

01Agents

All Data Representation 3D Materials Sound Health Measurement Simulation Agents

Field notes · 21 October 2026A coding agent in the browserCoding agents now write a great deal of code. The scarce thing is evidence that the code works. Ipnops Programmer reads first, shows every change, runs the tests and reports what passed and what did not, in the terminal and in a browser workspace that keeps your work between visits.