change-risk

ServiceNow AI Change Risk Advisor that analyzes change requests, assesses implementation and outage risk, and provides structured guidance for Change Advisory Board decisions.

AI-Native Engineering Control Plane (ECP) — Unifying service catalog, engineering graph, change risk scoring, causal incident correlation, and autonomous AI agents.

What breaks if you change this? Change-impact analysis for JS/TS: ranks files by criticality and shows the blast radius of a diff — what could break and which impacted files have no test — as a CI-gateable risk score. Zero dependencies, fully static.

Coding-success skills for Minis on iOS: review risk, plan, isolate, trace, test, verify, optimize, finish, release, deploy, triage incidents, plan rollback, write postmortems, and use observability more effectively.

Change Risk Anti-Patterns (CRAP) scores each function from complexity and line coverage. Rust, Go, and TypeScript CLIs share scoring, risk bands, and --fail-above gates.

Privileged change briefing for CyberArk access risk and FirstUp workforce communication evidence.