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FAQ Coverage Gaps

Concepts from the learning graph not covered in the FAQ.

Summary

  • Total Concepts: 200
  • Covered in FAQ: 164 (82%)
  • Not Covered: 36 (18%)
  • Critical Gaps (High Priority): 8
  • Medium Priority Gaps: 14
  • Low Priority Gaps: 14

Critical Gaps (High Priority)

High-centrality concepts that serve as prerequisites for many other topics:

  1. Software Components (Concept 42)
  2. Category: System Architecture

  3. Suggested Question: "What are software components and why do they matter for architecture discussions?"

  4. Middleware (Concept 78)

  5. Category: APIs and Integrations

  6. Suggested Question: "What is middleware and where does it fit in a system?"

  7. Data Serialization (Concept 79)

  8. Category: APIs and Integrations

  9. Suggested Question: "What is data serialization and why does it matter for APIs?"

  10. Entity Relationships (Concept 107)

  11. Category: Databases and Data

  12. Suggested Question: "What are entity relationships in database design?"

  13. Data Modeling (Concept 106)

  14. Category: Databases and Data

  15. Suggested Question: "What is data modeling and how does it affect feature development?"

  16. Code Quality (Concept 132)

  17. Category: Quality and Testing

  18. Suggested Question: "How should a PM think about code quality metrics?"

  19. Large Language Models (Concept 172)

  20. Category: AI Tools and Strategy

  21. Suggested Question: "What are large language models and how do they power AI tools?"

  22. Stakeholder Management (Concept 10)

  23. Category: PM Foundations
  24. Suggested Question: "How does stakeholder management differ for technical PMs?"

Medium Priority Gaps

Moderate-centrality concepts without FAQ coverage:

  1. Product Lifecycle (Concept 3) - PM Foundations
  2. Value Proposition (Concept 14) - PM Foundations
  3. Source Code (Concept 22) - Software Development
  4. Programming Languages (Concept 23) - Software Development
  5. Service-Oriented Architecture (Concept 46) - System Architecture
  6. Load Balancing (Concept 56) - System Architecture
  7. API Gateway (Concept 77) - APIs and Integrations
  8. XML Format (Concept 81) - APIs and Integrations
  9. SDK Overview (Concept 82) - APIs and Integrations
  10. Data Normalization (Concept 95) - Databases and Data
  11. Database Indexing (Concept 101) - Databases and Data
  12. Data Migration (Concept 103) - Databases and Data
  13. Sprint Retrospective (Concept 118) - SDLC and Agile
  14. Story Points (Concept 122) - SDLC and Agile

Low Priority Gaps

Leaf nodes or specialized concepts without FAQ coverage:

  1. Software Product (Concept 4) - PM Foundations
  2. Technical Jargon (Concept 40) - Technical Documentation
  3. Serverless Computing (Concept 52) - System Architecture
  4. System Latency (Concept 64) - System Architecture
  5. System Throughput (Concept 65) - System Architecture
  6. API Rate Limiting (Concept 72) - APIs and Integrations
  7. API Versioning (Concept 73) - APIs and Integrations
  8. Postman Tool (Concept 84) - APIs and Integrations
  9. API Error Handling (Concept 85) - APIs and Integrations
  10. Key-Value Stores (Concept 98) - Databases and Data
  11. Query Optimization (Concept 102) - Databases and Data
  12. Read vs Write Operations (Concept 109) - Databases and Data
  13. Data Backup and Recovery (Concept 110) - Databases and Data
  14. Event Tracking (Concept 163) - Analytics

Coverage by Taxonomy Category

Category Total Covered Coverage
PM Foundations (PMFND) 20 16 80%
Software Development (SWDEV) 11 8 73%
Technical Documentation (TCDOC) 9 7 78%
System Architecture (SARCH) 25 20 80%
APIs and Integrations (APINT) 20 13 65%
Databases and Data (DBASE) 25 18 72%
SDLC and Agile (AGILE) 20 17 85%
Quality and Testing (QATST) 15 12 80%
Analytics and Data Science (ANLYT) 25 22 88%
AI Tools and Strategy (AITOL) 20 18 90%
Career and Leadership (CARER) 10 10 100%

Weakest Coverage: APIs and Integrations (65%), Databases and Data (72%)

Recommendations

  1. Address all 8 critical gaps by adding questions in a future FAQ update
  2. Improve APIs and Integrations coverage by adding 3-5 questions about API Gateway, SDKs, serialization, and error handling
  3. Improve Databases coverage by adding 3-4 questions about normalization, indexing, and data migration
  4. Medium and low priority gaps can be addressed incrementally in future updates
  5. Current 82% coverage is strong for an initial FAQ generation; target 90%+ in the next iteration