vainkop.hashnode.devKubernetes VPA In-Place Pod Resize Is GA — Here's What Actually Changes for Stateful WorkloadsKubernetes VPA In-Place Pod Resize Is GA — Here's What Actually Changes for Stateful Workloads The resource sizing trap on Kubernetes is well-documented. Set requests too low and your pod gets evicted. Set limits too high and you waste money. Set the...Feb 24·6 min read
vainkop.hashnode.devHelm v4 Is Here — What Actually Breaks When You UpgradeHelm v4 Is Here — What Actually Breaks When You Upgrade Helm v4.1.1 is the current stable release. If you're still on v3 (most teams are), the migration is more than a binary swap. Some things break silently. Some break loudly. A few require changes ...Feb 24·5 min read
vainkop.hashnode.devAI Security Scanning Is No Longer Pattern Matching — Here's What ChangedAI Security Scanning Is No Longer Pattern Matching — Here's What Changed Your CI pipeline probably runs a static analysis tool. It finds exposed secrets, hardcoded credentials, outdated crypto libraries, known CVE patterns. It's fast, it's cheap, and...Feb 22·5 min read
