Lawrence Jones

Founding Engineer and Product Engineer at incident.io, where he works on incident response and AI systems including the company’s AI SRE product. Previously a Principal Engineer at GoCardless focused on SRE and infrastructure tooling.

Incident.io Uses Coding Agents to Debug Its AI SRE

Lawrence Jones, founding engineer at Incident.io, argues that complex AI products now require debugging tools built for agents as well as humans. In a talk on Incident.io’s AI SRE system, which runs hundreds of prompts across telemetry and code during production investigations, Jones describes how the team moved from human trace inspection to agent-addressable evals, downloadable file-system traces, and parallel analysis pipelines to find and fix failures that had become too large to debug manually.

AI EngineerMay 17, 202611 min read