Tools & Insights for Building
with AI

Practical guides, open-source utilities, and experiments in AI & software engineering - created and tested by me, Stephen Collins.

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thumbnail image for How to Use PydanticAI for Multimodal LLMs

How to Use PydanticAI for Multimodal LLMs

Stephen Collins • Aug 17, 2025
4 mins
Skip the boilerplate—here's the fastest way to use PydanticAI with images. Just a few lines of code and you're running multim...
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intent-kit v0.7.0: Context That Works, DAGs That Scale

Stephen Collins • Aug 14, 2025
4 mins
With v0.7.0, intent-kit's context system is faster, clearer, and more reliable—and it runs on a DAG-based architecture that m...
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intent-kit v0.5.0: Why I Hit Pause on Multi-Intent (and Why You Should Sometimes, Too)

Stephen Collins • Aug 4, 2025
3 mins
For intent-kit v0.5.0, I made a counterintuitive move: I removed multi-intent workflows—not forever, but for now. Here's why ...
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