{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Writing: Canary rollouts: upgrade models in production without downtime","description":"Together AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5907172b-0e51-4fde-a995-4d905a995837","json_url":"https://onlylabs.fyi/signals/5907172b-0e51-4fde-a995-4d905a995837/signal.json","generated_at":"2026-10-12T19:56:46.357Z","evidence_latest_fetched_at":"2026-09-23T00:02:30.310942+00:00","signal_first_seen_at":"2026-09-23T00:00:55.016285+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5907172b-0e51-4fde-a995-4d905a995837","signal_json":"https://onlylabs.fyi/signals/5907172b-0e51-4fde-a995-4d905a995837/signal.json","source":"https://www.together.ai/blog/canary-rollouts-upgrade-models-in-production-without-downtime","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Together AI published Canary rollouts: upgrade models in production without downtime. 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Authors Siddhant Bharti, Zarni Phyo, Zain Hasan, Nikitha Suryadevara, Ted Cui Table of contents 40+ Models Chosen for Production...40+ Models Chosen for Production...40+ Models Chosen for Production... Links in this article Dedicated Model Inference 101 Autoscaling A/B Testing 📚 Docs: ‍ Start a rollout ‍ ‍ Gate rollouts with metrics ‍ ‍ CLI reference ‍ API reference: Create a rollout ‍ Summary Rollouts move live traffic from your current model to a new checkpoint in gated steps. Health checks always run before traffic moves; on a canary you can also add metric gates (say p95 latency or error rate) that run after each step. 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