Zero-Touch Algorithm Handoffs: How We Ship ML Algorithms to Prod Without Rewrites (or ML Engineers)
TLDR;
ML Algorithm integrations were (for us) a frustrating experience of re-implementations, duplicate work, and endless back-and-forth.
We cut through that by abstracting research algorithms under Temporal activities and letting workflows that run them be maintained by developers.
Researchers push new algo-code, apps just call a workflow that auto updates