Headlamp just dropped an AI Assistant plugin that foldsLLM-driven actions and queriesstraight into the Kubernetes UI. It taps intocontext-aware promptsto spot issues, restart deployments, and hunt down flaky pods—without leaving the interface. System shift:This pushes Kubernetes toward intent-based..

Snowflake just leveled up its workload scheduler—now driven by LLMs and reinforcement learning. Instead of locking jobs to static warehouses, it predicts where to send them in real-time. Smarter routing, tighter hardware use, over40%shaved off compute bills. Bigger picture:Another nod toward ML-bas..

Cloudera acquired Taikun for seamless deployment of data and AI workloads in any environment. This move reinforces Cloudera's commitment to flexibility and innovation in managing complex IT infrastructures...

Arpeely chopped$140K/monthoff their cloud bill using a surgical mix of GCP tricks. Committed Use Discounts (CUDs) for high-availability services? Check. Smarter Kubernetes HPA configs? Definitely. Archiving old BigQuery data into GCS Archive? That one alone slashed storage costs 16x. The real kicker..

Kubernetes is eyeing a YAML remix. Version 1.34 may bring inKYAML—a stricter, YAML-compatible subset built to cut down on sloppy configs and sneaky formatting bugs. KYAML keeps the good parts: comments, trailing commas, unquoted keys. But it dumps YAML’s whitespace drama. Existing manifests and Hel..

Kubernetes observability isn’t just about catching metrics or tailing logs. It’s about stitching togethermetrics, logs, and tracesto see what’s actually happening—across services, over time, and through the chaos. Thing is, Kubernetes doesn’t come with this built in. So teams hack together toolchai..

We're sharing a diagram on Firewall Load Balancing, along with a link to our technical article that explains how it works, its benefits, and best practices. 👉https://www.relianoid.com/resources/knowledge-base/misc/what-is-firewall-load-balancing-fwlb/ #FirewallLoadBalancing#HighAvailability#NetworkS..

Besides having an AI editor to help you develop projects, VS Code can now also generate and send emails in your stead. To do this, you simply need to integrate VS Code withMailtrap MCPand you’ll be able to send emails with a single prompt. And yes, this works for both Windows and macOS. First, we’ll..

📶 Whether you're managing web servers, real-time gaming, or VoIP applications—Layer 4 Load Balancing is key to performance and reliability. At the transport layer (OSI Layer 4), this type of load balancer distributes traffic based on IP addresses and port numbers, ensuring efficient and fast packet ..