Zero-Downtime Model Rollouts

Proposed by Priya Ramanathan · Lumen Systems

Pending

Decision

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Proposal

Shadow traffic, staged rollout and automatic rollback for model upgrades, including the metric that finally made rollbacks automatic.

Infrastructure & ScaleTalkAdvanced

DevEx

Speaker

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Priya RamanathanSpeakerPrimary contact

Head of Platform, Lumen Systemspriya.ramanathan@example.com

Priya runs the platform team at Lumen Systems, where she is responsible for the inference tier that everything else quietly depends on.

Application answers

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Talk title: Zero-Downtime Model Rollouts
Abstract: Shadow traffic, staged rollout and automatic rollback for model upgrades, including the metric that finally made rollbacks automatic.
Track(s): Infrastructure & Scale
Session format: Talk (25 min)
Audience level: Advanced
Have you presented this talk before?: No
Do you need travel support to attend?: Yes
Speaker biography: Priya runs the platform team at Lumen Systems, where she is responsible for the inference tier that everything else quietly depends on.

Reviewers

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Reviews

1 review from the programme committee.

5.0 / 5average from 1 score

Ada Nwosu5.0 / 5Approve6 Aug 2026
Strong submission. The outline is specific enough that I trust the speaker can land it in the time slot.

Details

FormatTalk

Audience levelAdvanced

Submitted19 Jul 2026 at 22:30

Decision recorded—

FormDevFlow Conf 2027 — Call for Speakers