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OpenTeams Blog

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

Read the latest insights:

Featured

The State of AI Infrastructure

Why most companies extract nothing from artificial intelligence, and what the ones who do are doing differently

Latest

April 9, 2026

Control

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

March 20, 2026

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.

February 23, 2026

Mandate-Driven AI Governance: OpenTeams and Carahsoft Launch Six-Part Federal Webinar Series

AI in government is not what it was. Mandates are no longer a distant horizon; they’re here, they’re specific, and they come with real consequences for how your systems are

December 9, 2025

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.

March 19, 2026

OpenTeams Announces CEO Transition, Marking Next Phase of Growth and Product Expansion

Travis Oliphant will assume CEO role as the company builds on Joe Merrill’s leadership transforming OpenTeams into a product-driven AI company centered on Nebari.

December 2, 2025

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

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

June 27, 2025

Open Source Looks Risky. That’s Why It Works

The codebase? OpenSSL—the open-source encryption library duct-taped across half the web. Passwords, medical records, nuclear power plant schematics—if it needed locking up, OpenSSL probably helped do it.

June 27, 2025

Inside a $1T Firm’s Fight to Build Real AI Infrastructure

The biggest threat to your AI rollout isn’t the tech. It’s the gap between vision and execution.