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title: Inference Snaps | Blog
description: Canonical makes open source secure, reliable and easy to use, providing
  support for Ubuntu and a portfolio of enterprise-grade technologies. Founded in
  2004, Canonical operates globally with team members in over 80 countries.
url: https://canonical.com/blog/tag/inference-snaps?format=md
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# Blog posts tagged *"Inference Snaps"*

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[Abdelrahman Hosny](https://canonical.com/blog/author/abdelrahman-hosny-m)

21 May 2026

### [Developing web apps with local LLM inference](https://canonical.com/blog/developing-web-apps-with-local-llm-inference)

AI

Ubuntu tech blog

I’ve yet to meet a developer that enjoys working with metered AI APIs. The need to pay for every API call in development works in direct opposition to the ethos of rapid iteration, and it’s easy for the costs to get out of hand. That’s why Canonical has created a different approach to building AI-powered ...

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