fix: add missing heading anchors for doom-lint

[luohua13]

Summary

• Add explicit custom IDs (\{#id}) to headings that are referenced by anchor links
• Fix 10 doom-lint:no-unmatched-anchor errors across 7 documentation files
• In MDX files, braces are escaped as \{#id} to avoid JSX expression parsing

Changes

File	Heading	Anchor ID
docs/en/dify/install.mdx	Storage (S3 and PVC)	storage-s3-and-pvc
docs/en/installation/ai-cluster.mdx	Downloading	downloading
docs/en/installation/ai-cluster.mdx	Uploading	uploading
docs/en/installation/ai-cluster.mdx	Enabling Knative Functionality	enabling-knative-functionality
docs/en/label_studio/install.mdx	4.1 Disable User Registration	41-disable-user-registration
docs/en/llama_stack/quickstart.mdx	How to prepare Python 3.12 in Notebook	how-to-prepare-python-312-in-notebook
docs/en/model_inference/inference_service/functions/inference_service.mdx	Create inference service	create-inference-service
docs/en/model_inference/model_management/functions/model_repository.mdx	Create Model and Upload Model Files	create-model-repository
docs/en/trustyai/ai-guardrails.mdx	Ports and roles	ports-and-roles

Test plan

• Run doom lint - 0 errors, 0 warnings

🤖 Generated with Claude Code

Summary by CodeRabbit

• Documentation

  • Added comprehensive guides for Kubeflow (Notebooks, Pipelines, TensorBoards, Model Registry)
  • Added TrustyAI documentation (installation, LM evaluation, AI guardrails)
  • Added LLM Compressor documentation and getting-started examples
  • Added KServe model storage and KEDA autoscaling guides
  • Updated product naming across documentation for consistency
  • Enhanced workbench image configuration guidance

• Chores

  • Updated dependencies and package manager versions
  • Added Docker image synchronization script
  • Updated build pipeline configurations
  • Added example Jupyter notebooks for model compression workflows

[coderabbitai]

Caution

Review failed

Failed to post review comments

Walkthrough

This PR adds comprehensive documentation for new platform features including Kubeflow integration, LLM Compressor toolkit, and TrustyAI components. It also updates existing installation guides, adds KEDA autoscaling and ModelCar support documentation, introduces supporting artifacts (Jupyter notebooks and Docker sync script), and updates configuration files and release notes to reflect version 2.1.0.

Changes

Cohort / File(s)	Summary
Spell Check & Git Configuration .cspell/compound.txt, .gitignore	Added ipynb to spell-check allowlist and .claude directory/CLAUDE.md file to gitignore patterns.
CI/CD Pipeline Configuration .tekton/doc-build.yaml, .tekton/doc-pr-build.yaml	Increased workspace PVC storage from 1Gi to 5Gi and removed tag-based branch filter from doc-build CEL expression.
Documentation Navigation & Weights docs/en/apis/index.mdx, docs/en/glossary.mdx, docs/en/llama_stack/index.mdx	Updated weight values for documentation page ordering and renamed Llama Stack to "Alauda Build of Llama Stack".
Kubeflow Integration docs/en/kubeflow/index.mdx, docs/en/kubeflow/intro.mdx, docs/en/kubeflow/how_to/notebooks.mdx, docs/en/kubeflow/how_to/pipelines.mdx, docs/en/kubeflow/how_to/model-registry.mdx, docs/en/kubeflow/how_to/tensorboards.mdx, docs/en/kubeflow/how_to/volumes-kserve.mdx	Added complete Kubeflow documentation suite including introduction, how-to guides for notebooks, pipelines, model registry, TensorBoards, and volume management with KServe.
LLM Compressor Documentation docs/en/llm-compressor/index.mdx, docs/en/llm-compressor/intro.mdx, docs/en/llm-compressor/how_to/index.mdx, docs/en/llm-compressor/how_to/compressor_by_workbench.mdx	Added LLM Compressor documentation including introduction, how-to guides for compression workflows via Workbench, and overview page.
TrustyAI Documentation docs/en/trustyai/index.mdx, docs/en/trustyai/intro.mdx, docs/en/trustyai/install.mdx, docs/en/trustyai/lm-eval.mdx, docs/en/trustyai/ai-guardrails.mdx	Added complete TrustyAI documentation including installation, introduction, LM-Eval job configuration, and AI Guardrails deployment and usage.
Installation Guides docs/en/installation/ai-cluster.mdx, docs/en/installation/ai-generative.mdx, docs/en/installation/kubeflow.mdx	Restructured Knative enablement sections with migration guidance, renamed "Alauda AI Generative" to "Alauda Build of KServe", and migrated Kubeflow Model Registry from Helm chart to Operator-based deployment.
Model Inference & KServe docs/en/model_inference/inference_service/how_to/custom_inference_runtime.mdx, docs/en/model_inference/inference_service/how_to/keda_autoscaling.mdx, docs/en/model_inference/inference_service/how_to/using_modelcar.mdx, docs/en/model_inference/model_management/functions/model_storage.mdx	Added MODEL_PATH fallback logic, KEDA-based autoscaling guide, ModelCar/OCI container support guide, and comprehensive model storage options documentation (S3, PVC, OCI).
Workbench Documentation docs/en/workbench/how_to/create_workbench.mdx, docs/en/workbench/how_to/fine_tunning_using_notebooks.mdx	Updated workbench images to odh-workbench-...-ubi9 variants, added Docker image synchronization script documentation, and included kubectl installation note.
Documentation Structure & Metadata docs/en/dify/install.mdx, docs/en/label_studio/install.mdx, docs/en/model_inference/inference_service/functions/inference_service.mdx, docs/en/model_inference/model_management/functions/model_repository.mdx, docs/en/llama_stack/quickstart.mdx	Added explicit MDX heading anchors for improved internal linking and documentation navigation.
Architecture & Release Notes docs/en/overview/architecture.mdx, docs/en/overview/release_notes.mdx	Updated architecture component names to reflect branding changes (KServe, vLLM, llm-d), bumped release version from 2.0.0 to 2.1.0, and updated feature list to include ModelCar, LLM Compressor, KEDA autoscaling, TrustyAI components, and evaluation harness.
Public Resources docs/public/calibration-compressor.ipynb, docs/public/data-free-compressor.ipynb, docs/public/sync-from-dockerhub.sh	Added Jupyter notebooks for LLM Compressor calibration and data-free quantization workflows, and added Bash script for syncing Docker Hub images to private registries.
Build & Package Configuration package.json, doom.config.yml, tsconfig.json	Bumped @alauda/doom to ^1.21.0, updated Yarn to 4.12.0, added export and prepare scripts, updated release notes query templates to target AI-v2.1.0, and reformatted tsconfig.json.

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~25 minutes

Possibly related PRs

• add trustyai docs #139: Both PRs add and modify the same TrustyAI documentation files (docs/en/trustyai/*), including index, install, intro, lm-eval, and ai-guardrails pages.
• split plugin Alauda Build of Kserve #162: Both PRs modify docs/en/installation/ai-cluster.mdx with overlapping changes to Knative/KServe installation and migration guidance.
• Update for model registry operator #125: Both PRs modify docs/en/installation/kubeflow.mdx to replace the Kubeflow Model Registry Helm chart with the Operator-based installation approach.

Suggested reviewers

• typhoonzero
• zhaomingkun1030
• sinbadonline

Poem

🐰 Documentation sprouts in every direction,

New features bundled with perfect selection!

Kubeflow, TrustyAI, compression so bright,

ModelCars soaring to new heights,

Hop through the guides—knowledge ignites! 🚀

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly and concisely summarizes the main change: adding missing heading anchors to fix linting errors.
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.}

✨ Finishing Touches

📝 Generate docstrings

• Create stacked PR
• Commit on current branch

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch hotfix-2.1/lint-error

Warning

There were issues while running some tools. Please review the errors and either fix the tool's configuration or disable the tool if it's a critical failure.

🔧 Ruff (0.15.7)

docs/public/calibration-compressor.ipynb

Unexpected end of JSON input

docs/public/data-free-compressor.ipynb

Unexpected end of JSON input

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