Really excited to see this. Airflow always felt like too much software for my simple self-hosting needs.
rengler33
marciok
Hi! Yes, I’ve checked durable, both parse and run durable workflows. However, Gust has some key differences:
- Is UI centric: Dashboard with graphs, errors, logs, code, and other things like editing secrets and runs.
- It’s not a proof of concept; I am using on production, multiple nodes, and it has a good amount of test coverage.
Overall, they’re alternative approaches to the same problem. 
4
ghannam80
Hi,
I saw it had live log update in the UI but I wonder if it track the log per run as this might be important for audit purposes ?
0
marciok
Hi there, sorry for the wait!
Yes, it tracks the logs per run and attempts! You can see here, there’s a log level, attempt (a run can have many tries), and its content: https://camo.githubusercontent.com/cf1111c6e13cd7d71ac7ac6ec31e115a648b5da12ec0da18110946f01a6423ee/68747470733a2f2f677573742d6769746875622e73332e75732d656173742d312e616d617a6f6e6177732e636f6d2f677573742d73732d322e706e67
0
marciok
Hi there!
There’s a major update on the project: It now supports DAGs in Python!
Since the start of this project, I’ve always wanted to bring over some of my legacy Python DAGs without having to rewrite them. Also, it’s a great way for people outside the Elixir community to experience the power of OTP without needing to adopt a new language
Enjoy!
1
marciok
Hi, it’s me again!
Announcing MCP Server + SKILLS to ease DAG management with AI
Check it out:
https://github.com/marciok/gust?tab=readme-ov-file#mcp-server
1