Architect builds open-source AI agent that draws in CAD apps and exports IFC models

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An architect frustrated with repetitive drafting work built Axio Coder, an open-source AI agent designed to operate CAD and design software from within a user's project environment. Unlike typical coding agents that only read and write files, Axio Coder interacts with programs that have no API — such as CAD windows — by reading the operating system's UI Automation tree rather than guessing pixel coordinates from screenshots. The agent can visually inspect its own output, comparing generated geometry against a reference image or drawing, then iterating corrections before exporting files in industry-standard formats including IFC, DXF, and STEP. It retains memory across sessions, logs every edit as a before-and-after diff, and includes a self-correction mechanism to break out of repetitive loops. Currently a single-user desktop app built on Electron and Python, the tool aims to automate the repetitive 80% of architectural modelling so designers can focus on work requiring human judgement.

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ProgrammingDEV Community ·

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ProgrammingDEV Community ·

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ProgrammingDEV Community ·

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