Monitor and evaluate AI agents
Tracing what your AI agents and prompts actually do, testing them against examples and tracking quality, cost and failures, so you can trust them in production.
Tools that achieve this
- Core fit
Tracing and evaluating AI agents is LangSmith's core product.
LangSmith brings
- Agent Creation
- Sandboxed Execution
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- Strong fit
The harness records each agent run for inspection and replay.
DeepSeek Harness brings
- Agent Creation
- Code Generation
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- Strong fit
Tracing, auditing and capping the spend of AI agents is a main part of what Paperclip does.
Paperclip brings
- Agent Creation
- Workflow Automation
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- Strong fit
PostHog's AI observability product traces and evaluates LLM features in production.
PostHog brings
- Data Analysis
- Data Visualization
- Natural Language to SQL
- Tool Use
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- Strong fit
Agent tracing is a dedicated Sentry product for teams running AI features.
Sentry brings
- Code Review
- Debugging
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