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@menakaj menakaj commented Jan 31, 2026

Purpose

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Add self hosted k8s docs and managed k8s docs.

Fixes #247

Goals

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Approach

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User stories

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Release note

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Documentation

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Training

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Certification

Type â��Sentâ�� when you have provided new/updated certification questions, plus four answers for each question (correct answer highlighted in bold), based on this change. Certification questions/answers should be sent to [email protected] and NOT pasted in this PR. If there is no impact on certification exams, type â��N/Aâ�� and explain why.

Marketing

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  • Integration tests

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Summary by CodeRabbit

  • Documentation
    • Added comprehensive installation guides for managed Kubernetes clusters with prerequisites, deployment steps, cloud-provider notes, and troubleshooting
    • Added detailed self-hosted Kubernetes cluster installation guide with step-by-step procedures and verification checklist
    • Reorganized installation documentation with updated quick-start guide references

✏️ Tip: You can customize this high-level summary in your review settings.

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coderabbitai bot commented Jan 31, 2026

📝 Walkthrough

Walkthrough

This PR restructures installation documentation by replacing a single-cluster guide with two separate, comprehensive guides for managed Kubernetes clusters and self-hosted clusters. The quick-start guide is updated to reference the new documentation structure.

Changes

Cohort / File(s) Summary
New Installation Guides
docs/install/managed-cluster.md, docs/install/self-hosted-cluster.md
Added two comprehensive installation guides (922 and 648 lines respectively) documenting two-phase OpenChoreo Platform deployment: Control/Data/Build/Observability Plane setup and Agent Manager installation, with prerequisites, step-by-step Helm instructions, configuration details, provider-specific notes (AWS EKS, GKE, AKS for managed), registry setup, TLS/domain configuration, and troubleshooting guidance.
Documentation Removal and Update
docs/install/single-cluster.md, docs/quick-start.md
Removed deprecated single-cluster installation guide (464 lines). Updated quick-start "See Also" section to reference new self-hosted and managed cluster guides instead of the removed single-cluster guide.

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

Poem

🐰 Two paths now open where one stood tall,
Managed clusters dance with self-hosted's call,
Installation steps hop through clouds and air,
With Helm as guide and TLS to spare! ✨

🚥 Pre-merge checks | ✅ 4 | ❌ 1
❌ Failed checks (1 warning)
Check name Status Explanation Resolution
Description check ⚠️ Warning The PR description is largely incomplete. Only the Purpose section is minimally filled with a brief statement and issue link; all other required sections (Goals, Approach, User stories, Release note, Documentation, Training, Certification, Marketing, Automation tests, Security checks, Samples, Related PRs, Migrations, Test environment, Learning) remain as template placeholders with no content. Complete the PR description by filling out all required sections with relevant information about the documentation changes, goals, approach, and any other applicable sections.
✅ Passed checks (4 passed)
Check name Status Explanation
Title check ✅ Passed The title accurately summarizes the main change: adding documentation for self-hosted and managed Kubernetes cluster installations.
Linked Issues check ✅ Passed The PR successfully addresses the documentation requirement from issue #247 by adding two new installation guides (self-hosted and managed Kubernetes) to replace the removed single-cluster doc, fulfilling the multi-cluster deployment documentation objective.
Out of Scope Changes check ✅ Passed All changes are directly related to issue #247: two new documentation files for multi-cluster deployments were added, single-cluster doc removed, and quick-start links updated accordingly. No out-of-scope changes detected.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.

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  • Create PR with unit tests
  • Post copyable unit tests in a comment

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Actionable comments posted: 10

🤖 Fix all issues with AI agents
In `@docs/install/managed-cluster.md`:
- Line 545: The docs contain inconsistent version tags in the deployment URLs
(e.g., the URL string
"https://raw.githubusercontent.com/wso2/ai-agent-management-platform/amp/v0.0.0-dev/deployments/values/oc-collector-configmap.yaml"
at the reported location versus other occurrences using "amp/v0.3.0"); update
all deployment URL references so they use a single agreed version tag (e.g.,
change "amp/v0.0.0-dev" to "amp/v0.3.0" or vice versa) across this file and
coordinate the same replacement in the self-hosted-cluster.md file, or add a
short inline note explaining why different tags are required if intentional,
ensuring the exact URL strings mentioned are modified or annotated accordingly.
- Line 285: Replace the bolded section titles "**Option 1: Use OpenChoreo's
Built-in Registry (Exploration/Development)**" and "**Option 2: ...**" with
proper Markdown headings (e.g., "## Option 1: Use OpenChoreo's Built-in Registry
(Exploration/Development)" and "## Option 2: ...") so they become real section
headers; update the instances containing the exact text "**Option 1: Use
OpenChoreo's Built-in Registry (Exploration/Development)**" and the
corresponding "**Option 2:**" occurrence to use the appropriate heading level
(## or ###) to satisfy markdownlint and improve document structure.
- Line 907: Replace the phrase "**AWS EKS specific issues:**" with the
hyphenated compound adjective "**AWS-EKS-specific issues:**" (locate the heading
string "**AWS EKS specific issues:**" in the document and update it to the
hyphenated form) so the compound adjective correctly modifies "issues."
- Line 918: The See Also entry currently references the removed file
"./single-cluster.md"; update the See Also section to remove or replace that
broken link (the string "./single-cluster.md") with the correct target (e.g.,
the consolidated self-hosted-cluster doc or another existing page) so the link
no longer points to a deleted file; ensure the update is applied in the See Also
section where the line "- [Single Cluster Installation](./single-cluster.md) -
Installation on self-hosted Kubernetes" appears.

In `@docs/install/self-hosted-cluster.md`:
- Line 581: The docs contain inconsistent Helm chart names:
`wso2-ai-agent-management-platform` (line 581) vs `wso2-agent-manager` (line
275); pick the correct chart name and make it consistent across the document by
replacing the incorrect occurrence(s). Update all references to the chosen chart
name (e.g., occurrences of `wso2-ai-agent-management-platform` or
`wso2-agent-manager`) so every helm install/registry URI and example uses the
same identifier.
- Line 368: The docs contain inconsistent version strings (e.g. URLs with
"amp/v0.3.0" and others using "amp/v0.0.0-dev") which will confuse users; search
for occurrences of the GitHub raw URLs and version tokens (for example the URL
"https://raw.githubusercontent.com/wso2/ai-agent-management-platform/amp/v0.3.0/deployments/values/api-platform-operator-full-config.yaml"
and any references to "amp/v0.0.0-dev") and standardize them to a single agreed
version (or replace with a variable/placeholder like "amp/<RELEASE>" and
document the intended value), updating every reference (including the other two
affected lines) so all links and version mentions match or add a short note
explaining why differing versions are required for specific components.
- Line 1: The document title "Install on Self Hosted Kubernetes Cluster" should
use the hyphenated compound adjective; update the markdown heading text from
"Install on Self Hosted Kubernetes Cluster" to "Install on Self-Hosted
Kubernetes Cluster" (edit the heading string at the top of
docs/install/self-hosted-cluster.md).
- Line 435: Replace the unhyphenated phrase "Node IP based" with the hyphenated
compound adjective "Node-IP-based" in the docs line that currently reads "-
**Node IP based:** `<node-ip>:10082` (update the bold text portion "Node IP
based" to "Node-IP-based" so the compound adjective is correct).
- Line 645: The See Also entry referencing "./single-cluster.md" in the
docs/install/self-hosted-cluster.md file is now broken because that file was
removed; remove that link (or replace it) by updating the "See Also" section to
either delete the "./single-cluster.md" bullet or replace it with links to the
current alternatives (for example the managed-cluster guide and this self-hosted
guide). Locate the "See Also" section and the exact link text
"./single-cluster.md" to make the change, ensuring link formatting matches the
surrounding entries.

In `@docs/quick-start.md`:
- Line 72: Update the link text in docs/quick-start.md: change the label
"[Installation on self hosted kubernetes cluster]" to the hyphenated and
capitalized form "[Installation on self-hosted Kubernetes cluster]" so it
matches the file name and documentation style; locate the link text string in
the file and update the hyphenation for "self-hosted" and capitalization of
"Kubernetes" accordingly.


For managed Kubernetes, you have two options for the container registry:

**Option 1: Use OpenChoreo's Built-in Registry (Exploration/Development)**
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⚠️ Potential issue | 🟡 Minor

Use proper Markdown heading syntax instead of bold text.

Lines 285 and 314 use bold emphasis (**Option 1:**, **Option 2:**) to create section headers, which is flagged by markdownlint. Proper Markdown headings improve document structure and navigation.

📝 Proposed fix
-**Option 1: Use OpenChoreo's Built-in Registry (Exploration/Development)**
+#### Option 1: Use OpenChoreo's Built-in Registry (Exploration/Development)
-**Option 2: Use External Cloud Registry (Recommended for Production)**
+#### Option 2: Use External Cloud Registry (Recommended for Production)

Also applies to: 314-314

🧰 Tools
🪛 markdownlint-cli2 (0.20.0)

[warning] 285-285: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

🤖 Prompt for AI Agents
In `@docs/install/managed-cluster.md` at line 285, Replace the bolded section
titles "**Option 1: Use OpenChoreo's Built-in Registry
(Exploration/Development)**" and "**Option 2: ...**" with proper Markdown
headings (e.g., "## Option 1: Use OpenChoreo's Built-in Registry
(Exploration/Development)" and "## Option 2: ...") so they become real section
headers; update the instances containing the exact text "**Option 1: Use
OpenChoreo's Built-in Registry (Exploration/Development)**" and the
corresponding "**Option 2:**" occurrence to use the appropriate heading level
(## or ###) to satisfy markdownlint and improve document structure.


```bash
# Create the OpenTelemetry collector config map
kubectl apply -f https://raw.githubusercontent.com/wso2/ai-agent-management-platform/amp/v0.0.0-dev/deployments/values/oc-collector-configmap.yaml
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⚠️ Potential issue | 🟠 Major

Inconsistent version references across documentation.

The documentation uses amp/v0.3.0 in lines 589, 596, and 603, but uses amp/v0.0.0-dev in line 545. This is the same version inconsistency issue present in the self-hosted-cluster.md file.

Please standardize on a single version reference throughout the documentation, or clearly explain why different versions are needed for different components. This should be coordinated with the fix for the self-hosted-cluster.md file to ensure consistency across both installation guides.

Also applies to: 589-589, 596-596, 603-603

🤖 Prompt for AI Agents
In `@docs/install/managed-cluster.md` at line 545, The docs contain inconsistent
version tags in the deployment URLs (e.g., the URL string
"https://raw.githubusercontent.com/wso2/ai-agent-management-platform/amp/v0.0.0-dev/deployments/values/oc-collector-configmap.yaml"
at the reported location versus other occurrences using "amp/v0.3.0"); update
all deployment URL references so they use a single agreed version tag (e.g.,
change "amp/v0.0.0-dev" to "amp/v0.3.0" or vice versa) across this file and
coordinate the same replacement in the self-hosted-cluster.md file, or add a
short inline note explaining why different tags are required if intentional,
ensuring the exact URL strings mentioned are modified or annotated accordingly.

curl -v http://opensearch.openchoreo-observability-plane.svc.cluster.local:9200
```

**AWS EKS specific issues:**
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⚠️ Potential issue | 🟡 Minor

Use hyphenated form "AWS-EKS-specific".

The phrase "AWS EKS specific" should be hyphenated as "AWS-EKS-specific" when used as a compound adjective modifying "issues".

📝 Proposed fix
-**AWS EKS specific issues:**
+**AWS-EKS-specific issues:**
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
**AWS EKS specific issues:**
**AWS-EKS-specific issues:**
🧰 Tools
🪛 LanguageTool

[grammar] ~907-~907: Use a hyphen to join words.
Context: ...ne.svc.cluster.local:9200 **AWS EKS specific issues:**bash # Check LoadB...

(QB_NEW_EN_HYPHEN)

🤖 Prompt for AI Agents
In `@docs/install/managed-cluster.md` at line 907, Replace the phrase "**AWS EKS
specific issues:**" with the hyphenated compound adjective "**AWS-EKS-specific
issues:**" (locate the heading string "**AWS EKS specific issues:**" in the
document and update it to the hyphenated form) so the compound adjective
correctly modifies "issues."


## See Also

- [Single Cluster Installation](./single-cluster.md) - Installation on self-hosted Kubernetes
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⚠️ Potential issue | 🔴 Critical

Broken link to removed documentation file.

The See Also section references ./single-cluster.md, but this file was removed in the current PR. This is a duplicate of the same critical issue in self-hosted-cluster.md.

🔧 Proposed fix
 ## See Also
 
-- [Single Cluster Installation](./single-cluster.md) - Installation on self-hosted Kubernetes
+- [Installation on Self-Hosted Kubernetes](./self-hosted-cluster.md) - Installation guide for self-hosted Kubernetes clusters
 - [Quick Start Guide](../quick-start.md) - Complete automated setup with k3d and OpenChoreo
 - [Main README](../../README.md) - Project overview and architecture
 - [OpenChoreo Documentation](https://openchoreo.dev/docs/v0.9.x/) - Official OpenChoreo setup and configuration
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
- [Single Cluster Installation](./single-cluster.md) - Installation on self-hosted Kubernetes
## See Also
- [Installation on Self-Hosted Kubernetes](./self-hosted-cluster.md) - Installation guide for self-hosted Kubernetes clusters
- [Quick Start Guide](../quick-start.md) - Complete automated setup with k3d and OpenChoreo
- [Main README](../../README.md) - Project overview and architecture
- [OpenChoreo Documentation](https://openchoreo.dev/docs/v0.9.x/) - Official OpenChoreo setup and configuration
🤖 Prompt for AI Agents
In `@docs/install/managed-cluster.md` at line 918, The See Also entry currently
references the removed file "./single-cluster.md"; update the See Also section
to remove or replace that broken link (the string "./single-cluster.md") with
the correct target (e.g., the consolidated self-hosted-cluster doc or another
existing page) so the link no longer points to a deleted file; ensure the update
is applied in the See Also section where the line "- [Single Cluster
Installation](./single-cluster.md) - Installation on self-hosted Kubernetes"
appears.

@@ -0,0 +1,648 @@
# Install on Self Hosted Kubernetes Cluster
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⚠️ Potential issue | 🟡 Minor

Use hyphenated form "Self-Hosted" in title.

The title should use "Self-Hosted" (hyphenated) rather than "Self Hosted" for proper compound adjective formatting.

📝 Proposed fix
-# Install on Self Hosted Kubernetes Cluster
+# Install on Self-Hosted Kubernetes Cluster
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
# Install on Self Hosted Kubernetes Cluster
# Install on Self-Hosted Kubernetes Cluster
🧰 Tools
🪛 LanguageTool

[grammar] ~1-~1: Use a hyphen to join words.
Context: # Install on Self Hosted Kubernetes Cluster Install the A...

(QB_NEW_EN_HYPHEN)

🤖 Prompt for AI Agents
In `@docs/install/self-hosted-cluster.md` at line 1, The document title "Install
on Self Hosted Kubernetes Cluster" should use the hyphenated compound adjective;
update the markdown heading text from "Install on Self Hosted Kubernetes
Cluster" to "Install on Self-Hosted Kubernetes Cluster" (edit the heading string
at the top of docs/install/self-hosted-cluster.md).

-n ${DATA_PLANE_NS} --timeout=300s

# Apply the Gateway Operator configuration for API authentication and rate limiting
kubectl apply -f https://raw.githubusercontent.com/wso2/ai-agent-management-platform/amp/v0.3.0/deployments/values/api-platform-operator-full-config.yaml
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⚠️ Potential issue | 🟠 Major

Inconsistent version references across documentation.

The documentation uses amp/v0.3.0 in lines 368, 377, and 384, but uses amp/v0.0.0-dev elsewhere (lines 83, 102, 129, 179, 244, 270). This version inconsistency will confuse users about which version to use.

Please standardize on a single version reference throughout the documentation, or clearly explain why different versions are needed for different components.

Also applies to: 377-377, 384-384

🤖 Prompt for AI Agents
In `@docs/install/self-hosted-cluster.md` at line 368, The docs contain
inconsistent version strings (e.g. URLs with "amp/v0.3.0" and others using
"amp/v0.0.0-dev") which will confuse users; search for occurrences of the GitHub
raw URLs and version tokens (for example the URL
"https://raw.githubusercontent.com/wso2/ai-agent-management-platform/amp/v0.3.0/deployments/values/api-platform-operator-full-config.yaml"
and any references to "amp/v0.0.0-dev") and standardize them to a single agreed
version (or replace with a variable/placeholder like "amp/<RELEASE>" and
document the intended value), updating every reference (including the other two
affected lines) so all links and version mentions match or add a short note
explaining why differing versions are required for specific components.


Common alternative endpoints:
- **Docker Desktop / Colima:** `host.docker.internal:10082`
- **Node IP based:** `<node-ip>:10082`
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⚠️ Potential issue | 🟡 Minor

Use hyphenated form "Node-IP-based".

The phrase "Node IP based" should be hyphenated as "Node-IP-based" when used as a compound adjective.

📝 Proposed fix
-- **Node IP based:** `<node-ip>:10082`
+- **Node-IP-based:** `<node-ip>:10082`
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
- **Node IP based:** `<node-ip>:10082`
- **Node-IP-based:** `<node-ip>:10082`
🧰 Tools
🪛 LanguageTool

[grammar] ~435-~435: Use a hyphen to join words.
Context: ...host.docker.internal:10082 - Node IP based: <node-ip>:10082 - **In-cluste...

(QB_NEW_EN_HYPHEN)

🤖 Prompt for AI Agents
In `@docs/install/self-hosted-cluster.md` at line 435, Replace the unhyphenated
phrase "Node IP based" with the hyphenated compound adjective "Node-IP-based" in
the docs line that currently reads "- **Node IP based:** `<node-ip>:10082`
(update the bold text portion "Node IP based" to "Node-IP-based" so the compound
adjective is correct).


```bash
helm install amp \
oci://${HELM_CHART_REGISTRY}/wso2-ai-agent-management-platform \
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⚠️ Potential issue | 🟡 Minor

Inconsistent Helm chart name.

Line 581 references wso2-ai-agent-management-platform as the chart name, but elsewhere in the documentation (line 275) it's wso2-agent-manager. This inconsistency could cause user confusion.

Please verify the correct chart name and use it consistently throughout the documentation.

🤖 Prompt for AI Agents
In `@docs/install/self-hosted-cluster.md` at line 581, The docs contain
inconsistent Helm chart names: `wso2-ai-agent-management-platform` (line 581) vs
`wso2-agent-manager` (line 275); pick the correct chart name and make it
consistent across the document by replacing the incorrect occurrence(s). Update
all references to the chosen chart name (e.g., occurrences of
`wso2-ai-agent-management-platform` or `wso2-agent-manager`) so every helm
install/registry URI and example uses the same identifier.


## See Also

- [Quick Start Guide](../quick-start.md) - Complete automated setup with k3d and OpenChoreo
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⚠️ Potential issue | 🔴 Critical

Broken link to removed documentation file.

The See Also section references ./single-cluster.md, but this file was removed in the current PR (as indicated by the AI summary that notes "the existing single-cluster documentation (docs/install/single-cluster.md) is removed").

🔧 Proposed fix

Since the single-cluster documentation no longer exists and has been replaced by this self-hosted guide and the managed-cluster guide, this link should be removed or replaced:

 ## See Also
 
-- [Quick Start Guide](../quick-start.md) - Complete automated setup with k3d and OpenChoreo
+- [Installation on Managed Kubernetes](./managed-cluster.md) - Installation guide for managed Kubernetes clusters
+- [Quick Start Guide](../quick-start.md) - Complete automated setup with k3d and OpenChoreo
 - [Main README](../../README.md) - Project overview and architecture
 - [OpenChoreo Documentation](https://openchoreo.dev/docs/v0.9.x/) - Official OpenChoreo setup and configuration
 - [OpenChoreo Self-Hosted Kubernetes Guide](https://openchoreo.dev/docs/v0.9.x/getting-started/try-it-out/on-self-hosted-kubernetes/) - Detailed OpenChoreo deployment guide
-- [Single Cluster Installation](./single-cluster.md) - Installation on self-hosted Kubernetes
🤖 Prompt for AI Agents
In `@docs/install/self-hosted-cluster.md` at line 645, The See Also entry
referencing "./single-cluster.md" in the docs/install/self-hosted-cluster.md
file is now broken because that file was removed; remove that link (or replace
it) by updating the "See Also" section to either delete the
"./single-cluster.md" bullet or replace it with links to the current
alternatives (for example the managed-cluster guide and this self-hosted guide).
Locate the "See Also" section and the exact link text "./single-cluster.md" to
make the change, ensuring link formatting matches the surrounding entries.

## See Also

- [Single Cluster Installation](./install/single-cluster.md) - Install on existing OpenChoreo cluster
- [Installation on self hosted kubernetes cluster](./install/self-hosted-cluster.md)
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⚠️ Potential issue | 🟡 Minor

Use hyphenated form "self-hosted" in link text.

The link text should use "self-hosted" (hyphenated) rather than "self hosted" for proper compound adjective formatting, consistent with the file name and documentation standards.

📝 Proposed fix
-- [Installation on self hosted kubernetes cluster](./install/self-hosted-cluster.md)
+- [Installation on self-hosted Kubernetes cluster](./install/self-hosted-cluster.md)

Note: Also capitalize "Kubernetes" for consistency with line 73.

📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
- [Installation on self hosted kubernetes cluster](./install/self-hosted-cluster.md)
- [Installation on self-hosted Kubernetes cluster](./install/self-hosted-cluster.md)
🧰 Tools
🪛 LanguageTool

[grammar] ~72-~72: Use a hyphen to join words.
Context: ...`` ## See Also - [Installation on self hosted kubernetes cluster](./install/sel...

(QB_NEW_EN_HYPHEN)

🤖 Prompt for AI Agents
In `@docs/quick-start.md` at line 72, Update the link text in docs/quick-start.md:
change the label "[Installation on self hosted kubernetes cluster]" to the
hyphenated and capitalized form "[Installation on self-hosted Kubernetes
cluster]" so it matches the file name and documentation style; locate the link
text string in the file and update the hyphenation for "self-hosted" and
capitalization of "Kubernetes" accordingly.

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Multi-cluster deployment support for Agent Manager

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