Seonglae Cho- Agent Failure Detection
- Automatic detection of tool failures, loops, refusals, context forgetting, etc.
- Slack notifications provided
- Conversation and Execution Tracing
- Visualize agent's step-by-step actions for root cause analysis
- Issue Discovery and Pattern Analysis
- Find problem cases from millions of events using semantic search
- Automatically classify user complaints and specific behavior patterns
- Experimentation and Comparison
- A/B testing for models, prompts, and feature flags
- Measure agent performance changes
- Signal-based Monitoring
- Detect issues based on various signals such as tool calls, thumbs down, regex, etc.
- Automatic PII Removal
- SOC 2 Type II Certified
Raindrop Self Diagnostics
A method where a hidden reporting tool is injected into the agent, allowing the agent to directly call that tool to report its own issues
Raindrop AI
Sentry for AI products
https://www.raindrop.ai/
