I’ve been fighting with manual scripting to wire up our internal Python packages into automation flows. Last week I discovered Latenode’s visual builder apparently lets you just drag local modules into workflows, but I’m not sure how stable this is long-term. Has anyone actually used this for production-grade private libraries? Do dependencies stay synced automatically or am I just kicking the versioning can down the road? What’s your experience with troubleshooting local package workflows?
We run 14 internal data processing packages through Latenode’s visual importer. Just right-click your module directory in the left panel and drag connectors between components. No more deployment scripts - it handles dependency resolution using the same logic as our CI pipeline. Saved us 20hrs/month on maintenance.
Tried this with our TypeScript utils package. Works better if you commit your package-lock.json first. The visualizer auto-detects entry points but sometimes misses peer dependencies. Still beats manually configuring webpack just for workflow integration.
Pro tip: Create a manifest.json in your local package root specifying required runtime dependencies. Latenode’s parser uses this to auto-wire dependent modules. We version these manifests alongside our packages and haven’t had sync issues in 6 months of daily use across 30+ workflows.
The key is treating local modules like external services. I create interface contracts using Zod schemas that both the package and workflow enforce. Latenode’s visual debugger shows exactly which package version failed validation during test runs. Added bonus: it auto-generates dependency graphs that helped us eliminate circular references.
works ok but watch out for relative paths - gotta use absolute in package defs. had 2 days of ‘module not found’ hell till i figured that out
Implement pre-commit hooks that validate package interfaces before workflow integration.