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 The Technical Challenges I've Faced in Interviews (and Given as an Interviewer)

The Technical Challenges I've Faced in Interviews (and Given as an Interviewer)

Stephen Collins • Sep 12, 2025
3 mins
Technical interviews come in all shapes-algorithms, real-world coding, and plain conversations. Having been on both sides of ...
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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...
Read More thumbnail image for intent-kit v0.7.0: Context That Works, DAGs That Scale

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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