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Add presentation document for NotebookLM podcast generation#4

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jeremyeder merged 2 commits intomainfrom
feature/presentation
Jan 5, 2026
Merged

Add presentation document for NotebookLM podcast generation#4
jeremyeder merged 2 commits intomainfrom
feature/presentation

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@jeremyeder jeremyeder commented Jan 4, 2026

Summary

  • Adds structured presentation document covering the 9 key features of this reference repo
  • Designed for NotebookLM to generate podcasts about each feature
  • Target audience: Principal software engineers evaluating AI-assisted development

Features Covered

  1. CBA (Codebase Agent) - Consistent, safe AI assistance
  2. Memory System - Modular context loading
  3. Issue-to-PR Automation - 10x productivity for routine tasks
  4. Layered Architecture - Clear structure AI can reason about
  5. Security Patterns - Practical protection without over-engineering
  6. Testing Patterns - Pyramid approach
  7. CI/CD for Documentation - Automated quality enforcement
  8. Self-Review Reflection - Agent quality gate before delivery (NEW)
  9. Proactive GHA Workflows - Automated PR review, dependency merging, issue cleanup (NEW)

Format

Each feature section includes:

  • Overview (what it is)
  • Problem it solves
  • How it works
  • Benefits for principal engineers

Also includes adoption guidance, common objections/responses, and getting started instructions.

Changes in This Update

Validation

  • markdownlint passes
  • All Mermaid diagrams valid (14 total across repo)

Structured document covering 7 key features of the reference repo:
- CBA (Codebase Agent)
- Memory System (Modular Context)
- Issue-to-PR Automation
- Layered Architecture Patterns
- Security Patterns
- Testing Patterns
- CI/CD for Documentation

Target audience: Principal engineers evaluating AI-assisted development
Add Feature 8 (Self-Review Reflection) and Feature 9 (Proactive GHA Workflows)
to reflect the patterns merged in PR #5. Update adoption table and summary to
cover all 9 features. Add cross-reference from Feature 3 to Feature 9.
@jeremyeder jeremyeder force-pushed the feature/presentation branch from 431a912 to a8bee73 Compare January 5, 2026 06:22
@jeremyeder jeremyeder merged commit 47d4963 into main Jan 5, 2026
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