177 lines
6.4 KiB
Markdown
177 lines
6.4 KiB
Markdown
# Research Index
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Working file for methodology clustering and source verification.
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## Source
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- `perplexity-terminology-research.md` — original Perplexity research (Jan 2025)
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---
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## Methodology Selection
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Based on research, selecting approaches for article coverage.
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### Tier 1: MUST Include (High Authority + Reader Interest)
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| Term | Why Include | Source Authority | Status |
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|------|-------------|------------------|--------|
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| **Vibe Coding** | Hook — Collins Word of Year 2025, everyone knows it | Wikipedia, Collins, Karpathy | ✅ verified |
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| **Spec-Driven Development** | Direct contrast to vibe coding, GitHub Spec Kit | GitHub, ThoughtWorks, Martin Fowler | ✅ verified |
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| **Agentic Coding** | Hot topic, Claude Code users care about this | arXiv surveys (Aug 2025, Dec 2025) | ✅ verified |
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| **Ralph Loop** | HOT Jan 2026, max autonomy extreme | VentureBeat, Geoffrey Huntley, Anthropic plugin | ✅ verified |
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### Tier 2: SHOULD Include (Good Authority, Practical)
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| Term | Why Include | Source Authority | Status |
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|------|-------------|------------------|--------|
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| **AI Pair Programming** | Relatable, Copilot users know this | GitHub official, Microsoft | ✅ verified |
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| **Human-in-the-Loop (HITL)** | Important concept, enterprise backing | Atlassian HULA, Google Cloud | ✅ verified |
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| **TDD + AI** | Quality angle, contrasts vibe coding | Qodo.ai, Builder.io, GitHub Blog | ✅ verified |
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### Tier 3: MENTION Briefly (Context/Completeness)
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| Term | Why | Status |
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|------|-----|--------|
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| AI-DLC (AWS) | Enterprise angle, shows maturity | ⏳ verify if needed |
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| Architecture-First | 2026 trend prediction | ⏳ verify if needed |
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| Prompt-Driven Development | Clarify difference from vibe coding | ⏳ verify if needed |
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### Tier 4: SKIP (Generic/Low Value for This Article)
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- AI-Assisted Coding — umbrella term, too generic
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- AI-Augmented Development — same, no distinct methodology
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- Copilot-Driven Development — subset of AI Pair Programming
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- Conversational Coding — too vague
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- Ensemble Programming — too niche
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- Deterministic AI Development — enterprise-specific, niche
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---
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## Article Angle
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**Narrative arc:**
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1. Vibe coding = entry point (hot topic, word of year)
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2. Problem: works for prototypes, fails for production
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3. Survey: what professionals actually use
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4. Each methodology = one section with:
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- What it is (1-2 sentences)
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- When to use
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- Henry's take (from interview)
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5. Conclusion: spectrum from vibe → spec-driven, choose based on stakes
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---
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## Verified Sources
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### Vibe Coding
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| Source | URL | Notes |
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|--------|-----|-------|
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| Wikipedia | en.wikipedia.org/wiki/Vibe_coding | Comprehensive, cites Karpathy |
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| Collins Dictionary | collinsdictionary.com | Word of Year 2025 |
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| Andrej Karpathy | X/Twitter Feb 2025 | Original coiner |
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### Spec-Driven Development
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| Source | URL | Notes |
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|--------|-----|-------|
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| GitHub Spec Kit | github.com/github/spec-kit | Official repo |
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| ThoughtWorks Radar | thoughtworks.com/radar | SDD in techniques |
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| Martin Fowler | martinfowler.com | SDD tools analysis |
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### Agentic Coding
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| Source | URL | Notes |
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|--------|-----|-------|
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| arXiv 2508.11126 | arxiv.org/abs/2508.11126 | "AI Agentic Programming" survey (Aug 2025) |
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| arXiv 2512.07921 | arxiv.org/abs/2512.07921 | "DeepCode: Open Agentic Coding" (Dec 2025) |
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| arXiv 2512.14012 | arxiv.org/html/2512.14012 | "Professional Developers Don't Vibe, They Control" |
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### Ralph Loop (Ralph Wiggum)
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| Source | URL | Notes |
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|--------|-----|-------|
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| Geoffrey Huntley | ghuntley.com/ralph/ | Original author (May 2025) |
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| VentureBeat | venturebeat.com | "How Ralph Wiggum went from Simpsons to AI" (Jan 2026) |
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| GitHub (snarktank) | github.com/snarktank/ralph | Original repo |
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| GitHub (Anthropic) | claude.ai | Official ralph-wiggum plugin by Boris Cherny |
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| Dev.to | dev.to | "2026 - Year of Ralph Loop Agent" |
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### AI Pair Programming
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| Source | URL | Notes |
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|--------|-----|-------|
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| GitHub Features | github.com/features/copilot | "Your AI pair programmer" |
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| GitHub Blog | github.blog (June 2025) | "From pair to peer programmer" |
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| Microsoft Visual Studio | visualstudio.microsoft.com/github-copilot | Official docs |
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| Microsoft Learn | learn.microsoft.com/training/paths/copilot | Training courses |
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### Human-in-the-Loop
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| Source | URL | Notes |
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|--------|-----|-------|
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| Atlassian HULA | atlassian.com/blog/atlassian-engineering/hula-blog | ICSE 2025 paper |
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| arXiv 2411.12924 | arxiv.org/abs/2411.12924 | HULA framework paper |
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| Google Cloud | cloud.google.com/discover/human-in-the-loop | Official definition |
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| Google Developers Blog | developers.googleblog.com | A2A protocol with HITL |
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### TDD + AI
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| Source | URL | Notes |
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|--------|-----|-------|
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| Qodo.ai | qodo.ai/blog/ai-code-assistants-test-driven-development | AWS SA author |
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| Builder.io | builder.io/blog/test-driven-development-ai | Practical guide |
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| GitHub Blog | github.blog (May 2025) | "TDD with GitHub Copilot" |
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| Substack | ecosystem4engineering.substack.com | "TDD in Age of AI" |
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---
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## Interview Questions
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Questions for Oleg to capture Henry's authentic voice:
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### Vibe Coding
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- Ты когда-нибудь работал в режиме vibe coding? Что получилось?
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- Когда это уместно, когда нет?
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### Spec-Driven Development
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- Пробовал GitHub Spec Kit или писать spec перед кодом?
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- Твоё мнение — это будущее или overkill?
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### Agentic Coding
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- Как используешь Claude Code? Даёшь автономию или контролируешь каждый шаг?
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- Что доверяешь агенту, что нет?
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### AI Pair Programming
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- Copilot/Cursor — как pair programmer или просто autocomplete?
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- Реально ли это "парное программирование"?
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### Human-in-the-Loop
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- Как часто AI делает что-то без твоего одобрения?
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- Где граница доверия?
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### TDD + AI
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- Пишешь тесты первыми при работе с AI?
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- Работает ли классический TDD с генеративным AI?
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---
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## Henry's Opinions (from interview)
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*Will be filled during interview session*
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### On Vibe Coding
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[pending]
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### On Spec-Driven Development
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[pending]
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### On Agentic Coding
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[pending]
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### On AI Pair Programming
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[pending]
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### On Human-in-the-Loop
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[pending]
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### On TDD + AI
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[pending]
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---
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*Updated: 2026-01-22*
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