Canary rollouts: upgrade models in production without downtime
Source
www.together.ai
Date
Terms in this piece · Glossary
LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
Why it matters
Shows a concrete pattern for safely upgrading LLMA large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.Full definition → checkpoints in production: staged traffic shifts with automated health/metric gates that catch regressions before they hit all users, with a real regression case study.