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llms

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The OpenSCAD editor showing the script for a pipe reducer next to its rendered 3D preview.

TechnologyAI

LLM generated 3D modeling is the way to go

After hitting walls with FreeCAD, TinkerCAD, and Fusion 360, I discovered that scripting 3D models in OpenSCAD with an LLM produces precise, reusable parts faster than any GUI-based workflow I tried. Two prompts into ChatGPT, I had a working pipe reducer printed and in hand.

A graphic depicting a human developer collaborating with robotic elements, surrounded by code, symbolizing AI-assisted automation.

DevelopmentTechnology

Automate Everything: LLMs and Bash Scripts Mean Saved Time

Using LLMs to generate deterministic scripts rather than running real-time AI agents is a more reliable, testable, and repeatable approach to automation. This post explains the strategy, shares real examples from managing this blog, and covers how to keep the output production-ready.

An illustration of a developer working alongside robotic arms in a library of code, representing the choice between a third-party library and AI-generated code.

TechnologyOpinion

Rethinking Library Dependencies in the GenAI age

Large language models are changing the calculus on when to reach for a third-party library versus generating a lightweight, purpose-built implementation. This post examines the tradeoffs and where a hybrid approach of GenAI-generated code refined by a developer makes the most practical sense.

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