Resources
Field reports from production.
The AI SRE Benchmark.
How AI systems perform on causal root cause analysis, evaluated on RCAEval, a public fault-injection benchmark from ACM Web Conference 2025. Methodology, dataset, results, and the gap between probabilistic and causal approaches.
Benchmark · RCAEval · 2026‑04
Guides & reference
Gartner Market Guide for AI SRE Tooling.
RecognisedNOFire is recognised in the 2026 Gartner Market Guide for AI SRE Tooling. How analysts are mapping the emerging category of Context & Control Models for production AI.
The AI Reliability Guide.
A 90‑page reference for engineering leaders introducing AI agents into production. Patterns, failure modes, governance, and the runtime architecture that makes autonomy safe.
The AI SRE Benchmark.
Methodology, dataset, results. How we evaluated NOFire against 12 academic baselines on 735 fault-injection scenarios (RCAEval).
Runtime Policy Patterns.
The dozen policy primitives every team building with AI agents needs: blast radius, schema drift, network boundary, sandbox grants, signed audit.
Build vs Buy.
An honest framework for the Context & Control Model decision: strategic cost, expertise gaps, opportunity cost, and the hybrid path that usually wins.
Get the runtime view of your stack.
A 30‑minute call with a founder. We map your stack to the Context & Control Model, live.