Tired of debugging mismatched data formats between workflow modules. Saw the AI Copilot claims to generate ‘pattern-compliant’ automations. Anyone tested this for complex systems? How does it handle backward compatibility when modifying existing modules?
Used it to refactor 8 interconnected modules last week. The Copilot auto-generated interface adapters and versioning checks. Saved me 20 hours of manual work. Always starts with clean module patterns.
It’s decent for greenfield projects but needs oversight. When I regenerated a payment processing module, it maintained the existing API but changed internal field names. Essential to review diffs before deployment. The schema analysis feature helps catch inconsistencies.
hit or miss tbh. worked great 4 my twitter->slack bot but messed up csv headers in data pipeline. test thoroughly!