Contact Us
OpenTeams Blog

Get deep insights, real stories, and expert analysis designed for thought leaders, developers, and executives. 

Subscribe

Read the latest insights:

Featured

Latest

Control

I’ll be brief. I value your time. You’re in control.
Read More

From a 2% AP Statistics Pass Rate to Jupyter Everywhere in the Classroom

501(c)(3) nonprofit improving data literacy and math outcomes in underserved schools, founded in San Antonio, TX.
Read More

The Librarification of AI: How Python’s History Predicts the Future of Vibe Coding

The “pure vibe” approach to AI development offers rapid prototyping but creates systems that can be difficult to scale. "Guided Vibe" may hold the solution.
Read More

Open Source Isn’t the Real Risk in National Defense.

Government contracts aren’t immune to AI hype circles. Most defense teams face the same wall: slow-moving, locked-in systems built by vendors who sell mystery, not control.
Read More

Pixi: The Reliability Layer Your Toolchain’s Been Missing

When reproducibility becomes non-negotiable, this is what comes next.
Read More

They Didn’t Want a Vendor. They Wanted Ownership.

Energy infrastructure is changing faster than policy can keep up. Power sources are becoming decentralized. Grids are growing brittle.
Read More

The Hidden Risk in AI Code Generation: Why “Almost Correct” Isn’t Enough

Marco Gorelli explores, can an LLM translate Polars to SQL?
Read More

What’s pi? What’s a Coding Harness, and Why Should I Care?

I don't use AI much as a programmer. I occasionally ask an LLM a question, but I don't do vibe-coding.
Read More
Load More