Structured documentation with examples

Create comprehensive documentation with clear structure and practical examples. Documentation should include:

1. Standard documentation files like README.md, CHANGELOG.md, and CONTRIBUTING.md, even if they primarily link to external resources. Search engines index these standard files, improving project discoverability.

2. Well-organized content with clear headings, tables for related information, and consistent formatting. For complex projects, organize information hierarchically:

# Component Name

## About
Brief description of the component's purpose.

## Table of Components
| Component | Source Repository |
|-----------|-------------------|
| Component A | [`org/repo-a`](https://github.com/org/repo-a) |
| Component B | [`org/repo-b`](https://github.com/org/repo-b) |

## Usage Examples

1. Usage examples demonstrating common tasks. For instance, when documenting test procedures:

**Run all tests**
`make run`

**Run component-specific tests**
`make run-kfp`  # Run Kubeflow Pipelines tests
`make run-katib` # Run Katib tests

1. Active voice rather than passive voice to improve clarity and directness.

2. Links to stable versions rather than development branches to prevent users from accidentally using unstable code.

Following these practices makes documentation more useful, accessible, and maintainable while improving the overall user experience.