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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!

@andyzhangx andyzhangx requested a review from Copilot January 8, 2026 13:32
@andyzhangx andyzhangx force-pushed the autoscale-inference-workloads-with-kaito branch from ab681e1 to c44f47c Compare January 8, 2026 13:35
Copilot AI reviewed Jan 8, 2026
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Pull request overview

Copilot reviewed 2 out of 3 changed files in this pull request and generated 11 comments.

@andyzhangx andyzhangx requested a review from Copilot January 8, 2026 14:18
Copilot AI reviewed Jan 8, 2026
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Pull request overview

Copilot reviewed 2 out of 3 changed files in this pull request and generated 6 comments.

@andyzhangx andyzhangx requested a review from Copilot January 8, 2026 14:32
Copilot AI reviewed Jan 8, 2026
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Pull request overview

Copilot reviewed 2 out of 3 changed files in this pull request and generated 9 comments.

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@sdesai345 sdesai345 sdesai345 left review comments

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

Copilot code review Copilot Copilot left review comments

@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 was automatically assigned from Azure/aks-leads

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@andyzhangx @sdesai345 @rambohe-ch