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docs: add autoscale-inference-workloads-with-kaito blog #5507

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@andyzhangx andyzhangx commented Dec 11, 2025

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@andyzhangx andyzhangx requested review from a team, Copilot, palma21 and seanmck December 11, 2025 08:23
Copilot AI reviewed Dec 11, 2025
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Pull request overview

This PR adds a new blog post about autoscaling KAITO inference workloads on AKS using KEDA. The post introduces the alpha autoscaling feature released in KAITO v0.8.0 and provides a comprehensive guide for enabling intelligent autoscaling based on service monitoring metrics.

Key Changes

  • New blog post documenting KAITO inference workload autoscaling with KEDA
  • Includes architecture overview, prerequisites, installation steps, and quickstart guide
  • Demonstrates using the new InferenceSet CRD with KEDA's external scaler pattern

@andyzhangx andyzhangx force-pushed the autoscale-inference-workloads-with-kaito branch from 6d99ae0 to 7ba066d Compare December 15, 2025 15:18
sdesai345
sdesai345 reviewed Dec 16, 2025
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Added some comments!

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@sdesai345 sdesai345 sdesai345 left review comments

@rambohe-ch rambohe-ch rambohe-ch left review comments

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@seanmck seanmck Awaiting requested review from seanmck seanmck is a code owner automatically assigned from Azure/aks-pm

@palma21 palma21 Awaiting requested review from palma21 palma21 is a code owner automatically assigned from Azure/aks-leads

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@andyzhangx @sdesai345 @rambohe-ch