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.

Change Risk Anti-Patterns (CRAP) scores each function from complexity and line coverage. A change-risk signal for CI, not a quality KPI. Rust, Go, TypeScript, and Python CLIs share scoring, risk bands, and --fail-above gates.

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.

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

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.

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