Articles

Notes on teaching with real machines.

Guides and ideas on running hands on labs for students, from local AI and cyber ranges to academic integrity, LMS integration and keeping the bill predictable.

AI & data13 May 2026

Give every student a GPU and a local AI model to pull apart

Students learn far more about AI when they can run a model themselves, open the box and break it, instead of poking a hosted chatbot through a text field.

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Security27 May 2026

Building a cyber range your students cannot accidentally escape

A good security lab lets students attack real machines and make a mess, while being certain that mess never reaches the real world.

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Academic integrity11 June 2026

How do you know that screenshot came from the student's own machine?

Remote labs make assessment easy to run and easy to fake. A little bit of signing goes a long way toward trusting what you are marking.

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Integrations25 June 2026

Launch a lab straight from your LMS, no second login

Students already live in your LMS. The less you drag them out of it, the more of them actually turn up to the lab.

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Migration9 July 2026

Azure Lab Services is retiring: a calm plan, not a panic

The sky is not falling. You have time, and the model you are used to does not have to change.

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Pricing23 July 2026

Per student, not per hour: pricing you can actually budget

A price you can predict at the start of term is worth more than a clever one you can only understand at the end of it.

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Cloud13 August 2026

Why your labs should run on your own Azure, not ours

When the machines live in your tenancy, data residency, security and spending controls stop being someone else's promise.

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Teaching27 August 2026

Set it up once, teach it every term: working with templates

The work of building a good lab machine should be done once, not rebuilt from memory every semester.

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Teaching15 September 2026

Why a real machine beats a simulation every time

Simulations teach students to pass the simulation. Real environments teach them to do the job.

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Guide29 September 2026

From zero to a full class online in an afternoon

A short, honest checklist for getting your first StudentLabs class running before your next lesson.

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Give every student their own machine.

Set up your first class in minutes and see it running before your next lesson.

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