AI teamssegment data lifecyclesto reduce costs by moving inactive datasets to cheaper storage tiers. Theycheckpoint training progressregularly andback up checkpointsto cloud storage to prevent loss from failures. Models getprotected via object locks, automated backups, andgeo-redundant storagefor di.. read more  

Ubuntu's sandbox for unprivileged namespaces flops like a soggy cardboard box; one keen Twitter user blew wide open a glaring weakness.Billed as invincible, these post-exploitation defenses crumbled when a process shimmies into an unconfined AppArmor profile. Suddenly, infamous attack paths throw up.. read more  

Cloudflare just stared down a raging beast: a7.3 Tbps DDoS attack, like blasting 10,000 HD movies straight through your eyes in a heartbeat. This monster, 99.996%UDP floods, erupted from122,145 source IPsscattered across 161 countries. Its real claim to fame? Not sheer size, but breakneck speed. In .. read more  

Sniffnet v1.4zips through1.6 GBPCAP files in just 25 seconds on an 8-year-old MacBook Air. That's2.2x faster than Wireshark. How? It skips the encrypted payloads and goes straight for the packet headers, like a bloodhound on a scent... read more  

Oracle's tossing$3M a yearin Ampere Arm-based credits into the mix for CNCF's cloud-native projects, supercharging them like they just downed a can of energy drink. Over at the Linux Foundation Education, they're watching their cloud bills shrink by $1M annually. Meanwhile, OCI Kubernetes Engine sho.. read more  

Kuberneteshas tripped over a major flaw (CVE-2025-4563). Rogue nodes can skip past auth checks, opening a door for privilege escalation. But don’t sweat it too much; this only bites if you've enabledDynamicResourceAllocationand run static pods.AKSusers, you're safe. But only if your setup isn't a me.. read more  

Withmirrord’s latest trick, monitoring incoming TCP traffic in Kubernetes feels like wielding abuilt-in tcpdump. But there’s a twist: it zeroes in on essential resources without eBPF or sidecars. Developers can filter and capture traffic in their sessions, offering a swift solution for debugging in .. read more  

Kubernetes Node Feature Discoverynow gives containers a say in the conversation. They can outline and validate OS and hardware needs. Smart scheduling for demanding apps just got a boost... read more  

AWSGuardDutycranks up EKS security using slickeBPFagents. These agents snag threats like reverse shells and crypto mining directly at the container level. No fuss with user-deployed agents needed. GuardDuty shrugs off traditional security headaches, nudging cloud giants like AWS toward smarter, hass.. read more  

ArcGIS Enterprise 11.5onKubernetesjust lifted its game. It's rolling out support forStreetMap Premium, cranking up the speed with GPU nodes forNotebooks, and cozying up to the cloud viaVMware Tanzu. Expect faster GIS ops. There's also a shiny new file management UI for Notebooks, custom-built for yo.. read more