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  

Git 2.49rolls out a fresh bag of tricks. Now, lightweight tags swagger with commit signatures, adding a splash of authenticity... read more  

Rampaging AI bots are wreaking havoc on39 out of 43cultural institutions, bulldozing their way through digital collections and often causing epic crashes.Robots.txtis waving the white flag. AWS and Cloudflare put up a decent fight, but the bot swarms still drain money like a leaky faucet... read more  

GitHub Advisory Database curates22 000+reviewed and30 000+imported advisories from the NVD, repo advisories, and community sources. It fuels Dependabot, CVSS & EPSS ratings, and CNA services to ruthlessly prioritize and patch vulnerabilities at scale.. read more  

LinkedIn's shake-up:NorthguardkicksKafkato the curb to handle its1.2 billion users. The prize? Sharper operability, striped logs, and nimble metadata management.Xinfrasteps up to virtualize Pub/Sub, easing the Kafka-to-Northguard leap. Kafka's client-centric stubbornness? Not a problem... 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  

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  

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  

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