Raindrop AI

What Raindrop is

Raindrop is monitoring built specifically for agents. It traces each run through every message and tool call, groups recurring failures into issues, and adds simulation so a proposed change can be compared against real traffic before it is merged.

What you can do with it

• Trace messages and tool calls in a run
• Group recurring failures into issues
• Investigate root causes with original traces
• Simulate changes before merging
• Verify improvements against real behaviour

Who it is for

• Teams shipping agents to many users
• Engineering teams running agents in production
• Organisations needing compliance documentation

What to watch out for

• Traces contain the full content of user interactions, so redaction, access control and retention are critical
• Compliance claims such as a named certification should be verified against the actual report, not the marketing page
• Simulation covers the scenarios you script, not everything real users do
• Vendor figures about trace volume describe their platform, not your outcomes