DBD
Deploy models in hours, not days 1 substrate for dev & prod
9
Product Hunt Upvotes
Jul 13, 2026
Launch Date
Jul 14, 2026
First Tracked
About
AI Summary
DBD is an AI tool that streamlines the deployment process for machine learning models by providing a unified platform for development on GCP and production on AWS, allowing for model promotion by reference and reducing migration time from days to hours while offering features like zero-setup workspaces and a managed backend.
Most ML teams run dev on GCP, prod on AWS. Every release = manual migration, weights break CI/CD, dev/prod drift. DeployByDesign removes the gap. One managed substrate for both. Promote models by reference, not file pushes. Days → hours. ✓ Zero-setup workspaces (Jupyter, VS Code, RStudio) ✓ Drive/OneDrive sync ✓ Full audit trail ✓ Managed backend & DevOps ✓ Auto-stop + one flat invoice
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