Book 3: Advanced FCC¶
Level: Advanced | Chapters: 11 | Words per chapter: 1,500--2,500
Preface¶
Books 1 and 2 taught you the FCC cycle and how to build with it. This book is about pushing the framework to its limits -- and in some cases, beyond them.
The topics here are at the frontier of the FCC roadmap. Semantic search, knowledge graphs, RAG pipelines, federated knowledge, protocol integration, cross-project orchestration, documentation intelligence, and enterprise-scale deployment are the capabilities that transform FCC from a workflow engine into a platform. Some of these capabilities are fully implemented; others are in active development as part of Phases 13--15. This book documents both the current state and the design direction, so you can build on what exists today and prepare for what is coming.
The writing style shifts in this book. There are fewer step-by-step tutorials and more architecture discussions, design trade-offs, and system-level reasoning. Code examples are still present, but they serve as illustrations of design patterns rather than copy-paste recipes.
Who This Book Is For¶
- Architects designing multi-project FCC deployments
- Platform engineers building shared infrastructure
- Research engineers working on knowledge management and RAG
- Technical leads evaluating FCC for enterprise adoption
Prerequisites¶
- Completion of Book 2 (or equivalent hands-on experience)
- Understanding of embedding models and vector search (for Chapters 1 and 3)
- Familiarity with RDF/OWL concepts (for Chapters 2 and 4, or be prepared to learn)
- Experience with distributed systems (for Chapters 5, 6, and 8)
Chapter Listing¶
| # | Chapter | Estimated Time | Key Concept |
|---|---|---|---|
| 1 | Semantic Search | 25 min | Embedding providers, SearchIndex |
| 2 | Knowledge Graphs | 30 min | OWL/RDF/SKOS, FCCOntology |
| 3 | RAG Pipelines | 30 min | Chunking, retrieval, generation |
| 4 | Federated Knowledge | 25 min | Cross-project KG, namespaces |
| 5 | Protocol Integration | 30 min | A2A, MCP, AGENTS.md |
| 6 | Cross-Project Orchestration | 30 min | AOME, CONSTEL, CTO |
| 7 | Docs from Code | 25 min | CodeAnalyzer, API generation |
| 8 | Scaling to Enterprise | 30 min | Multi-tenant, verticals, v1.0 |
| 9 | Production LLM Patterns | 30 min | Providers, routing, failover |
| 10 | Ecosystem Case Studies | 30 min | Real-world integrations |
| 11 | Vertical Packs at Enterprise Scale | 30 min | Schema v2, AI Act mapping, authoring |
How to Read This Book¶
Chapters 1--4 form a knowledge management arc: semantic search, knowledge graphs, RAG, and federation. Read them in order if you are building a knowledge management layer on top of FCC.
Chapters 5--6 form an orchestration arc: protocol integration and cross-project coordination. Read them in order if you are deploying FCC across multiple projects.
Chapters 7--8 are standalone: documentation intelligence and enterprise scaling, respectively. Read them based on your immediate needs.
Companion Resources¶
- Notebook 11: Object Model Patterns -- companion to Chapter 6
- Notebook 12: Docs-as-Code Generator -- companion to Chapter 7
- FCC Guidebook, Chapters 15--18 -- reference material for Chapters 5--8
- Architecture Decision Records -- design rationale for knowledge graphs, embedding providers, and federation