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Developing with AI on Ubuntu

jnsgr.uk

AI-assisted tooling is becoming more and more common in the workflows of engineers at all experience levels. As I see it, our challenge is one of consideration, enablement and constraint. We must enable those who opt-in to safely and responsibly harness the power of these tools, while respecting those who do not wish to have their platform defined or overwhelmed by this class of software.

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The future of AI in Ubuntu

As 2026 progresses, LLM-based tools are becoming more and more ubiquitous. Adoption across the tech industry has been mixed, both in terms of which projects are embracing “AI” technologies, and in how companies are structuring their adoption. As a result, I’m frequently asked about what Canonical and Ubuntu will do (or not) to incorporate AI. In this post I’ll detail how AI will play a part in both Canonical and Ubuntu’s future, my framework for classifying AI features in the OS, and how Canoni...

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