{"type":"raw_signal","id":"canary-rollouts-upgrade-models-in-production-without-downtime-8bf998","slug":"canary-rollouts-upgrade-models-in-production-without-downtime-8bf998","title":"Canary rollouts: upgrade models in production without downtime","description":"Together AI describes canary rollouts for dedicated production inference: instead of exposing every user to a hard model swap, teams can ramp traffic to a new deployment in stages, apply metric gates, and automatically roll back when conditions fail.","retrieval_nugget":"Together AI describes canary rollouts for dedicated production inference: instead of exposing every user to a hard model swap, teams can ramp traffic to a new deployment in stages, apply metric gates, and automatically roll back when conditions fail.","observed_at":"2026-09-23","record_date":"2026-09-23","date_kind":"observed_at","why_it_matters":"Together AI describes canary rollouts for dedicated production inference: instead of exposing every user to a hard model swap, teams can ramp traffic to a new deployment in stages, apply metric gates, and automatically roll back when conditions fail. The operational objective is to validate an upgrade under real traffic while limiting blast radius and avoiding a pressured restart of the prior depl","novelty":"notable","verification_level":"source-linked","signal_type":"research","source_platform":"together.ai","topics":[],"entities":[],"related_patterns":[],"source_url":"https://www.together.ai/blog/canary-rollouts-upgrade-models-in-production-without-downtime","source_urls":["https://www.together.ai/blog/canary-rollouts-upgrade-models-in-production-without-downtime"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"signal:canary-rollouts-upgrade-models-in-production-without-downtime-8bf998","status":"published","visuals":[],"routes":{"html":"https://newruntime.com/signals/canary-rollouts-upgrade-models-in-production-without-downtime-8bf998/","markdown":"https://newruntime.com/signals/canary-rollouts-upgrade-models-in-production-without-downtime-8bf998.md","json":"https://newruntime.com/signals/canary-rollouts-upgrade-models-in-production-without-downtime-8bf998.json"},"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"next_reads":[{"type":"collection","path":"/signals/","url":"https://newruntime.com/signals/","title":"Raw Signals","reason":"Open every source-linked raw signal.","media_type":"text/html","json_url":"https://newruntime.com/signals.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}