Agentic insights for modern tech teams
In the wake of a series of high-profile AI safety incidents, Nvidia is introducing a new software tool that helps keep agents from escaping containment.
Google's security team developed a method to replace legacy C code in the giflib image-processing library with Rust, targeting inherent memory vulnerabilities. They utilised an automated migration process, ensuring compatibility and zero-day vulnerability mitigation. The project successfully maintained runtime performance while demonstrating that AI translations require ongoing human oversight. By Olimpiu Pop
I built one engine where an LLM reviews another LLM's plan. I built another where two LLMs debate a...
AI is changing expectations around infrastructure and operations, including Kubernetes management. When models run close to the data they use, The post The rise of agentic AI on Kubernetes: unleashing the new infrastructure layer appeared first on The New Stack .
Claude agents wrote a 13-million-line Lean 4 proof of Fermat's Last Theorem in 11 days. How it was checked, what it cost, and why Kevin Buzzard shrugs.
The Dutch government is testing DAWO, a NixOS-based digital work environment that includes the operating system, office suite, and other tools. This move follows Microsoft cutting off the International Criminal Court in 2025, and eight municipalities are already piloting the system.
Every time Figma renders a complex design instantly, or Google Sheets recalculates a huge spreadsheet...
Uber has published a detailed account of its new ServiceScale controller, which allows multiple orchestrators to safely manage the scaling of the same Kubernetes workloads. The blog post, written by senior software engineers Egor Grishechko and Srikar Paruchuru, describes how the company separated scaling intent from execution to support regional failover without carrying reserved idle capacity. By Matt Saunders
Disclosure: I work on Gobare, one of the three runtimes below. To keep that from mattering, I quote...
Join us for our inaugural conference, Forge 2026 Ember-1is a new specialized model from Fireworks Research that delivers Kimi K3’s quality with 40% fewer tokens. Built on Kimi K3, it learned to cut unnecessary reasoning while keeping the thinking that matters. We tested it on external benchmarks, in live customer A/B tests, and on our own coding and agent workloads, and quality held up in every setting. Available today, Ember-1 kicks off an ongoing series of specialized models by Fireworks, shaped by what developers want next. Ember is just the start of what you could build with the Fireworks…