head to head · open source

huginn vs debug

huginn has 49,967 GitHub stars, 4,298 forks, 698 open issues and last shipped 2 days ago. debug has 11,454 stars, 991 forks, 96 open issues and last shipped 6 months ago. huginn leads on adoption by 336% (49,967 vs 11,454 stars). huginn is written in Ruby under MIT; debug is written in JavaScript under MIT. huginn has attracted 9% as many forks as stars, debug 9%. huginn was the more recently maintained of the two, and both are self-hostable with no licence fee.

Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.

huginn ★ 50K debug ★ 11K category Infrastructure & Operations

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Side by side

huginn debug
GitHub stars ★ 50K ★ 11K
License MIT MIT
Written in Ruby JavaScript
Last push 2026-09-16 2026-04-01
Forks ⑂ 4.3K ⑂ 991
Self-hosting Yes Yes
Data ownership Your server Your server

pick huginn if

  • You weight community size — 50K stars and counting
  • You want the MIT license terms
  • Your stack matches Ruby
  • You value the larger contributor base for long-term maintenance

full huginn profile →

pick debug if

  • You want the debug feature set and don't need the biggest community
  • You prefer the MIT license terms
  • Your stack matches JavaScript
  • You evaluated both and debug fits your workflow better

full debug profile →

About huginn

Huginn is an open source system for building agents that perform automated tasks online, written in Ruby and released under the MIT license. Its agents read the web, watch for events, and take actions on the user's behalf. Internally, agents create and consume events that propagate along a directed graph, which means one agent's output becomes another agent's input and a chain of small steps can be composed into a larger workflow. The project lives in the Ruby ecosystem and is distributed as an official Docker image or installed locally from a forked repository.

read the full huginn overview →

About debug

debug is a tiny, MIT licensed JavaScript debugging utility modelled after Node.js core's debugging technique, and it is aimed at JavaScript developers and library authors who want to turn debug output on and off by namespace instead of editing or deleting logging statements.

read the full debug overview →

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Compare either of these against the rest of the Monitoring & Observability field.

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Frequently asked questions

Is huginn or debug more popular?

huginn has 49,967 GitHub stars and debug has 11,454. huginn has the larger community by that measure.

Are huginn and debug free?

Both are open source. huginn is licensed under MIT and debug under MIT. Neither carries a licence fee.

What is the difference between huginn and debug?

huginn is written in Ruby and debug in JavaScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.

Which should I choose, huginn or debug?

Choose huginn if you want the larger community (49,967 stars) or its MIT licence terms. Choose debug if its feature set, stack or MIT licence fits better. Both are self-hostable.