Your Python Workflow, Now AI-Ready

When we talk to Python users today, two things come up consistently. First: the fundamentals still matter. Reproducible environments, dependency resolution, package security, and reliable tooling are table stakes for serious work. We keep investing there, and that won’t change. Second: the way Python developers actually work has shifted faster in the last two years […]

Infrastructure for Agentic Code

Illustration of an offshore oil platform in ocean waves, representing infrastructure for agentic code

Outerbounds provides a structured foundation that AI agents need to produce high-quality code quickly. To illustrate the point, the article shows an example of a complete, production-grade system built by Claude on Outerbounds.

Why 2026 Is the Year AI Has to Grow Up

I don’t have the inside scoop. If I did, I would’ve put money on the Hoosiers’ historic 16-0 season, and I definitely would’ve picked the winning numbers for Powerball’s Christmas Eve jackpot. I’d also be able to tell you what’s next for AI this year. Truth be told, no one knows for sure. All I […]