[RFC]: AIBrix Documentation and samples improvement

[Jeffwan]

Summary

There're some feedback reviewing the current doc site

• Production Readiness Gap
  • Comprehensive Troubleshooting. current FAQ page only have 1-2 cases..
  • Performance Tuning
  • Production Deployment Patterns
• Lack off an e2e all feature included demo - which would be great for workshop etc. this is another problem from paper feedback, components or features are kind of isolated, lack of enough connections.
• Content Quality Issues
  • No clear learning path from beginner → intermediate → advanced
  • Some feature documentation isn't connected to practical workflows
• Samples
  • not enough samples to try out the features. These tests should be done regularly or even put into the CI.
• Benchmark
  • our folder is not well organized, there're lots of duplicated yamls with just 1-2 line changes, this needs to be well deduped and well organized.

Motivation

provide user more clear documentation and samples.

Proposed Change

Phase 1: Structure & Navigation (Immediate)

1.1 Reorganize Documentation Hierarchy Getting Started ├── Overview & Concepts (NEW) ├── Quick Start (enhance current) └──Installation Guide (consolidate)

User Guides (rename from "User Manuals") ├── Basic Features ├── Advanced Features └── Integration Patterns (NEW)

Production Guide (expand current) ├── Performance Tuning (NEW) ├── Monitoring & Observability (enhance) └──Troubleshooting (NEW)

1.2 Add Navigation Aids

• "What's Next?" boxes at end of each major section
• Cross-reference related topics
• Add breadcrumb-style progression indicators

Phase II Content Creation (Critical)

Create Missing Production Documentation: Make sure all the features has architecure, feature explanation, configuration details, and

Phase 3: User Experience (Quality)

Complete Installation Guides

• Polish AWS/GCP/Lambda installation guides

• Add validation steps for each installation method

• Include cleanup/uninstall procedures

• Add End-to-End Tutorials Tutorials (NEW Section) ├── Deploy Production LLM Service ├── Set Up Models in disaggregated/Non-Disaggregated ├── Configure Autoscaling & Monitoring ├── Configure KVCache to reduce TTFT └──Configure Lora and run finetune workloads

Phase 4: Advanced & Integration (Enhancement)

Advanced Configuration Examples

• High-availability patterns
• Custom configurations. for example, kv events subscription etc.
• Integration with external systems (Prometheus, Grafana, etc.)

Performance & Operations

• Operations Guide (NEW) ├── Upgrade Procedures └── Migration Strategies

Done criterion

User Success Indicators:

• Reduced time-to-first-success for new users
• Fewer support tickets on common issues
• Higher production adoption rate
• Better user satisfaction scores

Content Quality Metrics:

• Zero installation guides with missing steps
• FAQ covers 80%+ of common support issues
• All major features have comprehensive guides
• Clear learning paths for different user types

Alternatives Considered

No response