A practical guide on how to use the GitHub MCP server
GitHub offers a managed MCP endpoint to simplify infrastructure management and streamline AI workflows, enhancing collaboration and code review processes...
GitHub offers a managed MCP endpoint to simplify infrastructure management and streamline AI workflows, enhancing collaboration and code review processes...
AWS Lambda just got a smoother ride to prod. Thereâs now a nativeGitHub Actions integrationâno more DIY scripts to ship your serverless. On commit, the new action packages your code, wires up IAM viaOIDC, and deploys using either.zip bundles or containers. All from a tidy, declarative GitHub workfl..
Proton just droppedProton Authenticator, a free 2FA app that actually respects your privacy. Itâs cross-platform, offline-friendly, and skips the usual junkâno ads, no trackers, no bait-and-lock-in. Itâs gotend-to-end encryption, a biometric lock, and lets youexport TOTP seedslike itâs your data (b..
Terraform just leveled up secret handling inAzure Key Vault. It now supports automated secret generation withrandom_password, plus full lifecycle controlârotation, expiration, and storageâbaked right into your IaC. Secrets stay marked as sensitive. They're managed in one place. And thanks to Terraf..
Oracle led the line-count race in the Linux 6.1 kernel releaseâbeating out flashier open source names. Most of its work isnât headline material. Itâs deep-core stuff: memory management tweaks, block device updates, the quiet machinery real systems run on...
Pinterest hit a weird one-in-a-million query mismatch during its search infra move to Kubernetes. The culprit? A slippery timing bug. To catch it, engineers pulled out every trickâlive traffic replays, their own diff tools, hybrid rollouts layered on both the legacy and K8s stacks. Painful, but it ..
Terraformâs CLI will throw errors on configs that match the docsâbecause your local provider schema might be stale or out of sync. Docs follow the latest release. Your machine might not. So even supported fields can break validation. Love that for us...
A new TCO calculator breaks down what it really costs to run KubernetesâDIY CNCF stacks, COSS platforms, and Portainer Business Edition. It crunches infra, labor, and software spend, then maps out staffing needs. It shows exactly where Portainer cuts Kubernetes bloat: itmaybe biased but it's worth t..
Swapping out Kubernetes Cluster Autoscaler forKarpentercut node launch times to under 20 seconds and dropped compute bills by 70%. The secret sauce? Smarter, faster spot instance scaling. Bonus perks: architecture-aware scheduling formulti-CPU (ARM64/x86)workloadsâmore performance, better utilizati..
SUSE Virtualization 1.5 lands with64-bit Arm and Intelsupport,CSIstorage compatibility, and a tighter4-month release loopsynced with Kubernetes. Built on Harvester and KubeVirt, the update pushes harder on a clear trend: legacy VMs and cloud-native apps sharing the same Kubernetes real estate. Sys..