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Cloudflare just made it dead simple to build remote MCP serversâaccessible over the web, with built-in OAuth, persistent sessions, and tool access control. Unlike local-only setups, remote MCPs let users connect via web apps or agents without installing anything. This is a big leap: from dev-only to.. read more Â
Meta's bold move to crank up control group sizesâsometimes21 times largerâwhile shrinking test groups by half keeps those cherished confidence intervals intact. Asymmetric experiments shine when you've got low experiment bandwidth, recruitment costs peanuts, and test interventions drain the budget. .. read more Â
Model Context Protocol (MCP)is the AI world's version of USB-C. It lets models snag live data and tango with APIs, juicing up their powers like never before. Microsoft'sAzure OpenAI Servicesuses MCP to catapult GPT models out of their static halls of knowledge, mixing in real-time tool hookups for o.. read more Â
Migrating fromAWS ECStoAWS EKS? Beats the bark out of those pesky spot instance disruptions, but introduces a new player: the complexity monster namedKubernetes. Bigger, faster, cheaperâif you know the dance steps. Juggling CPUs in Kubernetes feels like herding caffeinated cats. EnterKarpenterto sav.. read more Â
Running Kubernetes in production isnât just a button-click. Start with3 master nodesto dodge disasters. Dish outload balancingto smash single points of failure. Skew yournode sizingfor peak workload muscle. Automate scaling withCluster Autoscalerâyour new best friend. Keep your setup a fortress with.. read more Â
Uber enhanced its machine learning platform by migrating workloads to Kubernetes in early 2024. The migration aimed to solve pain points such as manual resource management, inefficient resource utilization, and inflexible capacity planning. The architecture designed included federated resource manag.. read more Â
TheKube Resource Orchestrator (kro)dreams big by letting you turn complex Kubernetes APIs into elegant, singleResourceGroupCRDs. Think of it as Kubernetes without the migrainesâdependencies and configurations quietly managed in the background. An AWS experiment still cooking, it's not quite ready fo.. read more Â
Connected a 7-year-old OnePlus 6T as a Kubernetes node in my homelabâtagged on "8" cores, 6GB RAMâbut postmarketOS kernel didnât have nftables' numgen!Wrestled with manual kernel compilation and untangled DNS snafus, but now the project's chugging along mighty fine... read more Â
Kubernetesjust dropped a bombshell:JobSet. Managing tangled batch workloads? Now it's all a numbers game for the pros. Think of it as a maestro marshaling a wild orchestra of Jobs into harmony. But wait, there's more. From GKE 1.32.1 onward, theyâve slipped in automatic rollup metrics. No extra fees.. read more Â
A glitch in the autoscaling settings skewed the NEGs, cramming them into a single AZ. Boom. Next thing you know, pods flounder and the app goes belly-up... read more Â
