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whatbroke

whatbroke

Diff two agent runs and see exactly what changed

0upvotes
Launched July 27, 2026
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About whatbroke

whatbroke is a powerful developer tool designed to help teams analyze and compare agent runs with precision. By diffing two agent executions, it highlights exactly what changed — including tool calls, argument differences, costs, and output divergences. Supporting a variety of data formats such as JSONL, OpenTelemetry, Langfuse, and LangSmith exports, whatbroke integrates seamlessly into CI pipelines, allowing teams to automate quality checks and quickly identify issues. Its ability to flag dropped calls and other anomalies makes it especially valuable for AI developers and MLOps teams aiming for robust, consistent agent performance. What sets whatbroke apart is its detailed, granular insights into agent behavior, empowering teams to optimize and troubleshoot with confidence and speed.

Screenshots

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Pros

  • ✓Supports multiple export formats for flexible integration
  • ✓Automates diffing process to save time and reduce manual effort
  • ✓Provides detailed insights into tool calls, arguments, and costs
  • ✓Can be integrated into CI pipelines to enforce quality checks
  • ✓Helps quickly identify divergences and dropped calls

Cons

  • ✗Limited information on pricing or free tier options
  • ✗May require familiarity with JSONL and OpenTelemetry data formats
  • ✗No mention of GUI or user-friendly dashboard; primarily CLI-based

Use Cases

1Comparing AI agent runs after updates to identify regressions
2Automating quality assurance in CI/CD pipelines for AI tools
3Troubleshooting unexpected behavior or dropped calls in agent executions
4Cost analysis and optimization of AI agent workflows
5Monitoring and auditing AI agent outputs over time
6Integrating into MLOps workflows for continuous performance validation

Pricing

Likely offers a freemium or open-source model, with core features available for free and optional paid plans for advanced support or enterprise use. Exact pricing details are not specified, but the tool's focus on automation and CI integration suggests accessible options for individual developers and teams.

Quick Info

Category💻 Developer Tools
Upvotes0
Comments1
Launched7/27/2026

Topics

Open SourceDeveloper ToolsArtificial IntelligenceGitHub

Makers

Arthi Arumugam

Arthi Arumugam

Alternatives

•LangSmith
•Langfuse
•OpenTelemetry
•Arize AI
•Weights & Biases
View all whatbroke alternatives →

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