raindrop
Raindrop is an AI-agent observability and monitoring platform that captures agent traces, detects silent failures, surfaces real errors to teams, and can run auto-fix loops and experiments to validate fixes. It is aimed at developers and engineering teams building and operating production agents.
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Review official source →Quick Overview
Best for: AI Agents
What it does
AI Agents software for decision-makers comparing workflow fit and alternatives.
Best fit
AI Agents
Pricing snapshot
Freemium from $59/mo (14-day free trial); includes 1,000 events
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raindrop
Raindrop provides observability, monitoring, and automated remediation for AI agents by logging every agent run, reading traces, surfacing silent issues, and enabling teams to triage and fix failures. It centralizes messages, tool calls, retries, and errors so engineering teams can detect hallucinations, loops, broken tools, and other silent failures. Raindrop integrates into workflows (notably Slack) to triage issues, create signals, run experiments/feature-flagged rollouts, and verify that fixes eliminate regressions.
AI monitoring tool for detecting and fixing issues in AI products.
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Claim this listing for $29Key Features
Trace logging
Logs every production agent run including messages, tool calls, retries, and errors so teams can inspect full agent traces.
Issue detection & alerts
Automatically reads traces to detect real failures (hallucinations, loops, broken tools) and alerts teams, for example via Slack.
Slack integration / in-chat triage
Acts like a teammate inside Slack: ask questions, triage issues, create signals, and receive alerts by mentioning @Raindrop.
Signals / custom classifiers
Define custom classifiers and signals for the behaviors that matter to your agents (e.g., language detection, expensive or error-prone tool calls).
Experiments & feature flags
Run experiments and validate fixes behind feature flags against live traffic to prove regressions are gone before wider rollout.
Auto-fix loops and integrations
Connect tools and let Raindrop run auto-fix loops for agent workflows to automatically apply and verify fixes.
Workshop (open-source local dev tool)
An open-source local development tool to inspect traces, replay runs, and debug failures from localhost with an install command provided.
Enterprise security & compliance
SOC 2 Type II compliance, server-side PII redaction (PII Guard), SSO, audit logs, access controls, and self-hosting options for enterprise deployments.
Pricing
14-day free trial
Startup
$59/mo (14-day free trial); includes 1,000 events- Startup tier features
- 1,000 events included
Pro
$399/mo; $0.003 / event (scales down after volume)- Everything in Startup
- Triage Agent, Issue Detection, Custom Signals, Experiments, Semantic Search
Enterprise
Custom pricing — contact sales- Audit Logs, Snowflake/BigQuery Exports, SSO/SAML, Edge‑PII Redaction, Priority Support, SLA Guarantees
Use Cases
Production agent monitoring
Detect and alert on silent failures and regressions across production agent runs to maintain reliability and correctness.
Local development and debugging
Use the Workshop OSS tool to inspect traces, replay runs, and debug agents locally during development.
Triage and incident response in Slack
Triage agent issues directly from Slack, get actionable alerts, and coordinate fixes with the team where they already communicate.
Prove fixes with experiments
Deploy fixes behind feature flags and run controlled experiments on live traffic to confirm regressions are resolved before wider rollout.
Integrations
Slack
Notifications, in-Slack triage, and interacting with Raindrop via @Raindrop.
Snowflake / BigQuery Exports
Export traces and data to analytics/data-warehouse platforms for downstream analysis.
Benefits
Limitations
Frequently Asked Questions
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Getting Started
- 1 Step 1: Visit the Raindrop site and 'Get started' or 'Start free trial' to create an account.
- 2 Step 2: Instrument your agents to send traces to Raindrop (capture runs, tool calls, retries, and errors).
- 3 Step 3: Integrate Slack for notifications and triage; use Signals to define classifiers and set up experiments/feature flags to validate fixes.
- 4 Step 4 (optional): Install the Workshop OSS tool locally (curl -fsSL https://raindrop.sh/install | bash) to inspect and replay runs on localhost.
Support
Docs
Product documentation and guides available from the website (ProductDocs link).
Sales / Demo
Book a demo or contact sales via the site for enterprise needs and custom deployments.
Trust Center
Trust Center provides security and compliance reports (SOC 2) and related information.
GitHub / Workshop OSS
Open-source Workshop tool and related resources are available for local development.
API
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