conductor
★ 32.0k
vs
gum
★ 29
conductor vs gum
conductor: Conductor is an open-source, scalable microservices orchestration engine originally built at Netflix. It empowers developers to define and manage resilient, distributed, and asynchronous workflows across various services and systems.; gum: gum is a single binary CLI tool designed to provide a safer and more efficient interface for agents and humans to interact with Google APIs. It features an embedded API catalog, local authentication helpers, and risk gates, significantly reducing the complexity and token usage associated with direct Google API interactions.
01
TL;DR
Choose conductor if…Orchestrating complex microservice interactions
Choose gum if…Allowing AI agents to safely inspect and interact with Google Workspace services like Gmail, Drive, and Calendar.
02
Side-by-Side Comparison
03
Features
conductor01Workflow as code with JSON definition
02Rich task types (HTTP, JSON, Lambda, Sub Workflow, Event)
03Dynamic workflow management independent of services
04Built-in UI for monitoring and management
05Flexible persistence and queue options (Redis, MySQL, Postgres)
gum01Provides a safer control surface for Google APIs with built-in risk gates and confirmations.
02Includes an embedded Google API catalog of 222 operations across 32 services.
03Manages local authentication (OAuth, ADC, API keys) without exposing tokens in prompts.
04Optimizes output shaping and reduces MCP-layer tokens by over 80% for agent interactions.
05Operates as both a terminal CLI and an MCP stdio server for agent integration.
04
Use Cases
conductor↳Orchestrating complex microservice interactions
↳Automating event-driven business processes
↳Building resilient and observable distributed systems
gum↳Allowing AI agents to safely inspect and interact with Google Workspace services like Gmail, Drive, and Calendar.
↳Automating tasks and workflows involving various Google APIs (e.g., Admin, Vault, Google Ads) without custom tool development.
↳Securely managing and using Google API credentials in agent-driven workflows, keeping secrets out of prompts.
↳Developers and power users exploring Google API operations and making read/write/destructive calls from the command line.
05
Best For
conductorMost PopularTrendingEssential
gum—
FAQ
FAQ
What is the difference between conductor and gum?
Both conductor and gum are in the Observability category. conductor has 32.0k stars, while gum has 29 stars.
Which is better, conductor or gum?
The best choice depends on your use case. Choose conductor if Orchestrating complex microservice interactions, and gum if Allowing AI agents to safely inspect and interact with Google Workspace services like Gmail, Drive, and Calendar..
Is conductor free or open source?
Yes, conductor is open source on GitHub (THE).
Is gum free or open source?
Yes, gum is open source on GitHub (NOASSERTION).
→