Building a Cloud Incident Responder Agent with TrueForge and Qodo

Description and use

A prototype AI agent for cloud incident response using TrueForge for orchestration and Qodo for code review, automating log analysis, diagnosis, and remediation proposals with safety checks and human approval.

Problem

Cloud incidents generate many alerts; engineers spend time reading logs, diagnosing, deciding remediation, checking safety, executing, and monitoring results.

Outcome

The prototype demonstrates that an AI agent can automate repetitive incident‑response tasks while maintaining safety through human approval and structured safety checks, improving speed and reducing risk.

Workflow

• Read incident and logs
• Diagnose problem
• Generate remediation proposal
• Validate safety rules
• Await human approval
• Execute remediation
• Collect metrics

Evidence

The agent analyzes the available incident information and determines a possible root cause.

Source

Instead of immediately executing a potentially risky command, it proposes a remediation and asks for approval.

Source

Qodo helped me review the code and identify potential problems that could be overlooked during manual development.

Source