How we introduced inspected egress across roughly 50 AWS accounts while isolating business units, production traffic, firewall recovery paths, and regulated external integrations.
A team of eight running 20 AWS accounts, critical Redshift clusters and an international expansion cannot be run purely off a ticket queue. Here's how to structure a roadmap that protects strategic work without abandoning ITSM.
Why a downstream AWS WAF rule with a correct label match statement never fires, and how managed rule groups, OverrideAction, and rule evaluation order decide where a request actually stops.
Claude, GPT-5.6, and Gemini frontier pricing landed within a few dollars of each other in August 2026. What actually moves the bill now is caching, batching, and how GitHub Copilot's new credit meter handles agentic requests.
CNAPP and CSPM aren't just vendor categories. AWS split Security Hub into exactly those two products, and mapping the rest of the category onto native services shows where the stack holds up and where it doesn't.