Ray's Galactic Tech

Oct 22, 2026 · Artificial Intelligence

AI SRE Agents: Correct Answers ≠ Safe Execution — Layered Evaluation & Release Gates

This article presents a comprehensive evaluation framework for AI SRE agents that audits tool usage, execution trajectories, evidence provenance, safety constraints, and environmental outcomes — not just final answer correctness — using deterministic contract tests, real-model trials, mutation testing, and statistical release gates to ensure reliable, auditable automation.