…remains centralised, auditable, and secure by design. 5. Networking and traffic management The networking layer combines Kubernetes-native primitives with Istio’s service mesh capabilities to provide secure, observable, and policy-driven…
…They need source-grounded truth, repeatable generation, governed workflows, secure collaboration, structured outputs, and auditable decisions. That is why the white paper’s conclusion is direct: use LLMs where they help, but…
…a comprehensive structural audit of my entire Home Assistant device list to identify hidden clutter, ghost entries, and naming inconsistencies. My database was a complete mess from years of adding and dropping…
…Thanks to funding provided by Germany's Sovereign Tech Agency with its Sovereign Tech Resilience program, Codean Labs was performing a security audit of Flatpak and various GNOME projects. In turn a…
For over a decade, I’ve been doing bug bounty, security audits, and security consulting. And if there’s one thing I’ve seen repeatedly, it’s this:Most startups call a security engineer or hire a security agency only when…
Security asked us a simple question during an audit. Where is all customer pii stored. And the room literally went silent lol. Warehouse. Backups. Old postgres instances. Abandoned s3 buckets. Random notebooks. Exported …
i sit in on procurement/security reviews for a mid-sized company and honestly a shocking number of SaaS products lose trust in the first 10 minutes. usually it’s stuff like: “SSO is only on enterprise” MFA = SMS only no …
Six weeks ago, Daniel Nissani at Mozilla.ai shared cq (https://news.ycombinator.com/item?id=47491466), Stack Overflow for agents. One of the top concerns in that thread was security and trust around shared knowledge.So w…
Hi HN, I've been building Nucleus, a lightweight Linux container runtime focused on two workloads: ephemeral AI-agent sandboxes and declarative NixOS services. It's a single Rust binary, no daemon.It is not a Docker repl…
…All models and datasets are openly released. View arXiv page View PDF Project page Add to collection Community A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security This is…
…and building security expertise across the team. Vulnerability page with a button for explaining or resolving issues with AI. Helps to bridge the knowledge gap with AI. Automated compliance Generate audit reports…
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