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Ubuntu 26.10 “Stonking Stingray” arrives at a time when AI tools are accelerating vulnerability discovery. Patching faster is essential, but the resilience of the underlying operating system must also limit what an attacker can achieve before a fix is available.
To respond to this new threat landscape, Ubuntu 26.10 continues the work of previous releases by reducing th...
One of the best things about Rust is how easy it is to get started. It takes just a second to snap install rustup; rustup default stable, and from there you have a whole toolchain ready to compile Rust code. But with this ease of use comes a giant ecosystem, and with this giant ecosystem comes confusion: What IDE (integrated development environment) should I use? What comman...
Confidential computing is essential when an organization needs to process sensitive data on infrastructure where the operators should not have access to it. You might have seen this requirement before: it appears commonly in public cloud deployments (where organizations want to prevent the cloud vendor seeing data), but also when hospitals evaluate proprietary AI models on p...
How on-demand Android environments turn validation into a repeatable pipeline stage
In the first article, we looked at automation: how Android environments can be created and managed programmatically. In the second, we looked at scaling: how shared infrastructure can make those environments available to more developers, tests, and workloads.
This third article l...
Conversational AI with a chatbot is great for drafting emails or debugging code, but it’s less ideal for real-time application middleware. If you’re trying to inspect a financial transaction for potential fraud in the middle of a checkout loop, you don’t need an LLM to write you an essay about why a credit card transaction looks suspicious – you just need a probability score...