# raindrop-ai/workshop

Give your coding agent the power to write and run agent evals.

Repository: https://github.com/raindrop-ai/workshop
Canonical: https://ross.abutalabs.com/products/raindrop-ai-workshop
Homepage: https://www.raindrop.ai/workshop/
Language: TypeScript
License: MIT
License Family: permissive
Topics: llm, raindrop, tracing
Last push: 2026-08-22T20:32:37+00:00

## Health v2 (maintenance only)
Score: 81/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 99, longevity 8
- inputs: {"age_days": 125, "days_push": 11, "days_rel": 11, "gap_med": 0, "n_releases_24m": 22}
- flags: young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1058, forks 63 (observed 2026-08-28T04:03:25.107246+00:00)

## What it is
Raindrop Workshop is an open-source local debugger for AI agents that streams live traces of tokens, tool calls, and decisions into a browser UI. It integrates with coding agents like Claude Code to read traces, write and run evals against your codebase, and replay production traces locally.

## Use cases
- debug my AI agent locally with live traces
- watch every token and tool call my LLM agent makes
- have Claude Code write and run agent evals
- replay a production agent trace against local code
- instrument my Vercel AI SDK or LangChain app for tracing
- turn agent failures into tests automatically

## When to choose
- you're building LLM/agent apps and need local, real-time trace debugging
- you want your coding agent to autonomously write evals and fix agent failures
- you use supported SDKs (Vercel AI SDK, OpenAI/Anthropic SDKs, LangChain, CrewAI, Pydantic AI, Mastra) and want zero-config tracing
- you prefer a free, local, open-source tool over hosted-only observability

## When to avoid
- you need production-scale observability and team dashboards - that's Raindrop Cloud, not Workshop
- your agent framework or SDK has no Raindrop integration
- you need a fully self-contained workflow with no cloud connection at all
- you're not working with LLM-powered agents or AI features

## Facets
- artifact type: cli-tool
- maturity: active
- function: tracing, monitoring, testing, developer-tools, mcp
- domain: large-language-models, developer-tools
- platform: windows, cli, python, go, rust
- tags: agent-debugging, llm-observability, agent-evals, trace-replay, coding-agent-integration, local-debugger, ai-agents, debugging, macos, linux, typescript

## Member repositories
- raindrop-ai/workshop (main) score 81

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:25.107246+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:57:51.989112+00:00, confidence not recorded.
  - readme: https://github.com/raindrop-ai/workshop (fetched 2026-08-28T04:03:25.107246+00:00, sha 0bdb943a7293)
  - homepage: https://www.raindrop.ai/workshop/ (fetched 2026-08-29T12:59:39.595782+00:00, sha 32d2529f27e9)
  - site_page: https://www.raindrop.ai/docs/integrations/vercel-ai-sdk (fetched 2026-08-29T12:59:39.609469+00:00, sha 4d9fdce266de)
  - site_page: https://www.raindrop.ai/docs/integrations/openai-agents (fetched 2026-08-29T12:59:39.612466+00:00, sha a0ea9b863448)
  - site_page: https://www.raindrop.ai/docs/workshop/overview (fetched 2026-08-29T12:59:39.605645+00:00, sha 6e8188e03127)
  - site_page: https://www.raindrop.ai/docs/integrations/claude-agent-sdk (fetched 2026-08-29T12:59:39.614674+00:00, sha fad78bbcef89)
  - site_page: https://www.raindrop.ai/docs/integrations/langchain (fetched 2026-08-29T12:59:39.616885+00:00, sha 9123fb4c9709)
  - site_page: https://www.raindrop.ai/docs/integrations/crewai (fetched 2026-08-29T12:59:39.618873+00:00, sha 163e279eafd2)
  - site_page: https://www.raindrop.ai/docs/integrations/pydantic-ai (fetched 2026-08-29T12:59:39.620926+00:00, sha 64eaee9a4b29)
  - site_page: https://www.raindrop.ai/docs/integrations/mastra (fetched 2026-08-29T12:59:39.622631+00:00, sha b4101dc3f2c4)
- Data as of 2026-08-30T08:39:29.467469+00:00.