raindrop

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.

raindrop is ai agents software teams evaluate for ai agents. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Freemium Enterprise
#450 in AI Agents (450 tools)
Added 0 year ago
Data reviewed Jul 16, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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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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Key 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

Free Tier Available

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

Surface silent agent failures that would otherwise go unnoticed (hallucinations, loops, broken tools).
Faster triage and remediation by centralizing traces and integrating issue workflows into Slack.
Ability to validate fixes with experiments and feature flags to avoid regressions.
Enterprise-grade security and compliance (SOC 2 Type II, PII redaction, SSO, audit logs).
Supports both local development (open-source Workshop) and enterprise deployments, including self-hosting.

Limitations

Self-hosting option is currently in Beta.
The site emphasizes a free trial rather than a perpetual free tier (trial-based onboarding).

Frequently Asked Questions

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Getting Started

  1. 1 Step 1: Visit the Raindrop site and 'Get started' or 'Start free trial' to create an account.
  2. 2 Step 2: Instrument your agents to send traces to Raindrop (capture runs, tool calls, retries, and errors).
  3. 3 Step 3: Integrate Slack for notifications and triage; use Signals to define classifiers and set up experiments/feature flags to validate fixes.
  4. 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

Available: No

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