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Building SentryOps: Safe Autonomous Incident Remediation with TrueForge and Qodo

A developer built SentryOps, an autonomous incident response agent for production infrastructure, during The Agent Harness Hackathon. The agent, powered by TrueForge and code-reviewed by Qodo, follows a strict remediation loop with guardrails to prevent unsafe actions. The project is available on GitHub.

read1 min views1 publishedAug 29, 2026

When building autonomous agents for production infrastructure, autonomy without guardrails is dangerous. Standard chatbots can only suggest solutions, while unconstrained scripts can inadvertently cause downtime.

For The Agent Harness Hackathon, I built SentryOps—an autonomous incident response agent powered by TrueForge and code-reviewed by Qodo. SentryOps connects directly to telemetry systems and follows a strict remediation loop:

TrueForge provided the critical agent harness layer:

Following hackathon best practices, all development went through Pull Requests analyzed by Qodo. Qodo helped validate state-transition edge cases, enforced Pydantic schema validation on API payloads, and verified test coverage before any merge into main

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Check out the code and PR history: GitHub Repository

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