claude-code-ultimate-guide

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Author	SHA1	Message	Date
Florian BRUNIAUX	fd17414abb	docs: add AI productivity research, trust calibration, and exploration workflow ## New Content ### Trust & Verification (ultimate-guide.md) - Section 1.7 "Trust Calibration: When and How Much to Verify" (~155 lines) - Research-backed stats (ACM, Veracode, CodeRabbit, Cortex.io) - Verification spectrum by code type - Solo vs Team strategies with workflow diagrams - "Prove It Works" checklist - New pitfall: "Trust AI output without proportional verification" - CLAUDE.md size guideline: 4-8KB optimal, >16K degrades coherence ### AI Productivity (learning-with-ai.md) - Section "The Reality of AI Productivity" (~55 lines) - Productivity curve phases (Wow Effect → Targeted Gains → Plateau) - High-gain vs low/negative-gain task categorization - Team success factors - Productivity trajectory table by pattern (Dependent/Avoidant/Augmented) - 5 new sources (GitHub, McKinsey, Stack Overflow, Uplevel, DORA) ### Session Limits (architecture.md) - "Session Degradation Limits" section - Turn limits (15-25), token thresholds (80-100K) - Success rates by scope (1-3 files: ~85%, 8+ files: ~40%) ### Exploration Workflow - NEW: guide/workflows/exploration-workflow.md - Anti-anchoring prompts, 3-5 approaches pattern - iterative-refinement.md: Script Generation Workflow (3-7 iteration pattern) - anchor-catalog.md: Anti-Anchoring Techniques, Exploration/Iteration Prompts ### Reference Updates - adoption-approaches.md: Empirical data section - reference.yaml: New deep_dive entries, updated line numbers Sources: MetalBear engineering blog, arXiv studies, Addy Osmani (Jan 2026) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>	2026-01-19 19:16:33 +01:00
Florian BRUNIAUX	f7551037fe	feat(docs): add development methodologies documentation v3.5.0 - Add guide/methodologies.md: index of 15 methodologies with decision tree - Add guide/workflows/: 4 practical workflow guides - tdd-with-claude.md: TDD with Claude-specific patterns - spec-first.md: SDD adapted for CLAUDE.md - plan-driven.md: effective /plan mode usage - iterative-refinement.md: prompt→feedback→reprompt loops - Add Section 9.14 in ultimate-guide.md linking to workflows - Update guide/README.md with new documentation - Bump version 3.4.0 → 3.5.0 across all files Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>	2026-01-14 22:28:02 +01:00

Author

SHA1

Message

Date

Florian BRUNIAUX

fd17414abb

docs: add AI productivity research, trust calibration, and exploration workflow

## New Content

### Trust & Verification (ultimate-guide.md)
- Section 1.7 "Trust Calibration: When and How Much to Verify" (~155 lines)
  - Research-backed stats (ACM, Veracode, CodeRabbit, Cortex.io)
  - Verification spectrum by code type
  - Solo vs Team strategies with workflow diagrams
  - "Prove It Works" checklist
- New pitfall: "Trust AI output without proportional verification"
- CLAUDE.md size guideline: 4-8KB optimal, >16K degrades coherence

### AI Productivity (learning-with-ai.md)
- Section "The Reality of AI Productivity" (~55 lines)
  - Productivity curve phases (Wow Effect → Targeted Gains → Plateau)
  - High-gain vs low/negative-gain task categorization
  - Team success factors
- Productivity trajectory table by pattern (Dependent/Avoidant/Augmented)
- 5 new sources (GitHub, McKinsey, Stack Overflow, Uplevel, DORA)

### Session Limits (architecture.md)
- "Session Degradation Limits" section
  - Turn limits (15-25), token thresholds (80-100K)
  - Success rates by scope (1-3 files: ~85%, 8+ files: ~40%)

### Exploration Workflow
- NEW: guide/workflows/exploration-workflow.md
  - Anti-anchoring prompts, 3-5 approaches pattern
- iterative-refinement.md: Script Generation Workflow (3-7 iteration pattern)
- anchor-catalog.md: Anti-Anchoring Techniques, Exploration/Iteration Prompts

### Reference Updates
- adoption-approaches.md: Empirical data section
- reference.yaml: New deep_dive entries, updated line numbers

Sources: MetalBear engineering blog, arXiv studies, Addy Osmani (Jan 2026)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

2026-01-19 19:16:33 +01:00

Florian BRUNIAUX

f7551037fe

feat(docs): add development methodologies documentation v3.5.0

- Add guide/methodologies.md: index of 15 methodologies with decision tree
- Add guide/workflows/: 4 practical workflow guides
  - tdd-with-claude.md: TDD with Claude-specific patterns
  - spec-first.md: SDD adapted for CLAUDE.md
  - plan-driven.md: effective /plan mode usage
  - iterative-refinement.md: prompt→feedback→reprompt loops
- Add Section 9.14 in ultimate-guide.md linking to workflows
- Update guide/README.md with new documentation
- Bump version 3.4.0 → 3.5.0 across all files

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

2026-01-14 22:28:02 +01:00

2 commits