The last decade of data infrastructure was built around pipelines. Move the data, transform it, store it, then do something useful with it. That approach became so normal that most teams stopped questioning it. At Cloud Next 2026, Google seemed to be leaning toward a different way of working with data, one built more around…
The UK’s National Cyber Security Centre (NCSC) is recommending passkeys as the default authentication method for businesses to offer consumers, citing industry progress that now makes them a more secure and user-friendly alternative to passwords. In a blog post published this week, the agency said passkeys can now be recommended to both the public and…
Microsoft plans to integrate Anthropic’s Mythos AI model into its Security Development Lifecycle, a move that suggests advanced generative AI is beginning to play a direct role in how major software vendors identify vulnerabilities and harden code against attack. The company said it will use Mythos Preview, along with other advanced models, as part of…
Open source has never been just a licensing model. Rather, it’s also a philosophy about shared effort, shared transparency, and shared agency. The shared goal is to make an impact in the world. In the age of AI‑assisted development and agents, there is a line of thinking that AI slop, specifically mass-produced and submitted code,…
JavaScript and Node.js teams do not lack security tools. What they still lack is a dependency security workflow that developers will actually use before release. That is the real gap. A package gets installed, CI (continuous integration) runs, a scanner executes somewhere in the pipeline, and eventually a report appears. From a distance, that can…
Late last year I got pulled into a capacity planning exercise for a global retailer that had wired a 70B model into their product search and recommendation pipeline. Every search query triggered an inference call. During holiday traffic their cluster was burning through GPU-hours at a rate that made their cloud finance team physically uncomfortable….
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The Claude Mythos Preview appears to be living up to the hype, at least from a cybersecurity standpoint. The model, which Anthropic rolled out to a small group of users, including Firefox developer Mozilla, earlier this month, has discovered 271 vulnerabilities in version 148 of the browser. All have been fixed in this week’s release…
Application developers are being warned that malicious versions of pgserve, an embedded PostgreSQL server for application development, and automagik, an AI coding tool, have been dropped into the npm JavaScript registry, where they could poison developers’ computers. Downloading and using these versions will lead to the theft of data, tokens, SSH keys, credentials, including those…
