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News
KubeRay v1.7 Launches With Upgraded Features for Ray on Kubernetes
2+ hour, 36+ min ago (285+ words) Alvin Lang Aug 25, 2026 17:43 KubeRay v1.7 introduces major upgrades like History Server beta, enhanced RayJob management, and stronger security for Ray workloads on Kubernetes. RayJob management gets more robust with new features like RayCronJob for native cron scheduling, retry logic for transient…...
Why Keycloak Roles Don't Reach Spring Security
3+ hour, 5+ min ago (549+ words) It happens to every team migrating to Keycloak. You've set up your realm, created roles, and assigned them to your users. You configure your Spring Boot application as an OAuth2 Resource Server. You log in, get a valid JWT, and hit…...
Production-Grade GitOps on AWS: Verified Release Promotion Across EKS Environments with Argo CD and Kargo
5+ hour, 34+ min ago (1232+ words) There's a moment every platform team hits: Argo CD is syncing beautifully, deployments are declarative, and yet moving a release from dev to staging to production still means a human editing a values file and hoping. The deployment problem is…...
Deep Dive: Automating NetOps with the cisco.catalystcenter Ansible Collection
9+ hour, 27+ min ago (286+ words) Cisco Blogs / Developer / Deep Dive: Automating NetOps with the cisco.catalystcenter Ansible Collection As enterprise networks scale, managing complex Cisco Catalyst environments through manual operations or custom, brittle API scripts is no longer sustainable. To help network engineers treat infrastructure…...
Reduce Flutter App Size With pubspec.yaml
4+ hour, 38+ min ago (30+ words) I thought my Flutter app was simply “getting bigger.” The real problem was hiding in one dependency setting. I noticed something strange after building …...
Staging Environments Are a Deployment Problem, Not an Infrastructure Problem
9+ hour, 30+ min ago (950+ words) This isn't an argument against testing before production. It's an argument against treating a long-lived shared staging environment as your primary safety mechanism. Every software engineer has lived through this exact Thursday afternoon nightmare: The feature was thoroughly tested on…...
Multi-Cloud Observability: AWS vs Azure vs GCP [2026]
14+ hour, 13+ min ago (1183+ words) This guide targets an Australian engineering audience running production or near-production workloads, so every step includes region notes for ap-southeast-2 (Sydney), australiaeast, and australia-southeast1 where it matters, plus AUD-adjusted cost framing where pricing is published in USD. Before starting, confirm…...
Trading Chaos for Containers
6+ hour, 14+ min ago (359+ words) Why I Didn’t Install Everything Directly on My Server At this point in Project Genesis, I finally had something that resembled a real server. The hardware was …...
Auto-provisioning hundreds of softphones: what actually has to happen under the hood
10+ hour, 43+ min ago (832+ words) "Auto-provisioning" is one of those features that sounds boring on a spec sheet and turns out to be doing a surprising amount of work once you look underneath it. The pitch is simple: drop in a list of users and…...
Zero-Code Instrumentation in Kubernetes Without the Instrumentation CRD
12+ hour, 37+ min ago (529+ words) Coralogix Named a Leader in the Gartner® Magic Quadrant™ for Observability Platforms ✦ Learn more → The OpenTelemetry Operator changed how teams approach telemetry collection in Kubernetes. The core appeal of zero-code instrumentation is that you can bring up telemetry inside application…...