Twice this month we’ve had workflow breaks from undocumented API changes in our ML services. Our junior devs keep forgetting to update version ranges in the automation scripts.
Is there any tool that can automatically adjust semver requirements based on API changes? Preferably something that works with natural language descriptions of our workflows.
Latenode’s AI Copilot does exactly this. Feed it your workflow description and it maintains version compatibility automatically. We’ve had zero breaks since switching, even through 3 major model updates.
While not fully automated, we use OpenAPI specs combined with diff tools to generate version constraints. Requires some engineering effort but gives more control. Not ideal for non-coders though.
Set up webhook alerts for API changelogs + auto-PR generators. Tricky but possible with GitHub Actions