vainkop.hashnode.devYour AI SRE Doesn't Need One Model — It Needs the Right Model for Each JobYour AI SRE Doesn't Need One Model — It Needs the Right Model for Each Job We built our first AI SRE integration with a single model. Opus for everything — incident triage, Kubernetes debugging, IAM policy review, cost anomaly detection. Figured we'd...4h ago·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 It finds exposed secrets, hardcoded credentials, outdated crypto libraries, known CVE patterns.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...4h ago·5 min read