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docs: add architecture.md#468

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shreeharshshinde wants to merge 1 commit intomercari:mainfrom
shreeharshshinde:docs/add-architecture-md
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docs: add architecture.md#468
shreeharshshinde wants to merge 1 commit intomercari:mainfrom
shreeharshshinde:docs/add-architecture-md

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Summary

This PR adds a consolidated architecture document describing how Tortoise works
internally, focusing on the controller design and autoscaling logic.

The documentation explains:

  • high-level system architecture and data flow
  • reconciliation loop and internal services
  • interaction between horizontal (HPA) and vertical (VPA) scaling
  • safety mechanisms and design trade-offs

The content is based on existing behavior and documentation, reorganized to help
new contributors build an end-to-end mental model of the system.

Scope

  • Documentation only
  • No API or behavior changes

Related Issue

Closes #467

Signed-off-by: Shreeharsh Shinde <shindeshreeharsh157@gmail.com>
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Proposal: Add consolidated architecture documentation for Tortoise autoscaling logic

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