Pipedream
PipedreamCode-first automation: run a function per step, with 2,000+ API integrations.
Verified 10 NovFree
#automation#developer#code
Gumloop
AI-first workflow builder: nodes that call models, not just apps.
Use it for
Workflows where a model step sits in the middle of an app integration
Skip it if
Purely deterministic pipelines — you are paying for model orchestration you do not use
A node-based builder designed around model calls rather than around apps: scrape a page, ask a model to extract fields, branch on the result, write it to a sheet. The model node is the primitive, which makes it a good fit for scraping-to-structured-data work and a poor fit for classic trigger-action plumbing.
Related tools
Windmill
WindmillTurn scripts into workflows, endpoints, and internal tools from one codebase.
Verified 10 NovFree
#automation#developer#self-hosted
Zapier
ZapierThe connective tissue between apps, now with AI steps.
Verified 1 NovFree
#automation#integrations#no-code
3 alternatives overlap with this one. Compare them →