64 lines
2.7 KiB
Markdown
64 lines
2.7 KiB
Markdown
---
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slug: beyond-vibe-coding
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title: "Beyond Vibe Coding: Professional AI Development Methodologies"
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author: henry-technical
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status: planning
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created: 2026-01-22
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updated: 2026-01-22
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content_type: explainer
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primary_keyword: "ai coding methodologies"
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secondary_keywords: ["spec driven development", "ai pair programming", "human in the loop ai", "ralph loop"]
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assets_folder: assets/beyond-vibe-coding/
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---
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# Idea
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**Source:** Perplexity research on AI-assisted development terminology (Jan 2026)
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**Concept:** Overview article covering AI coding methodologies landscape. Position vibe coding (Collins Word of Year 2025) as entry point, then survey professional approaches: Spec-Driven Development, Agentic Coding, AI Pair Programming, HITL, TDD+AI.
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**Goal:** Establish Henry's expertise in AI-assisted development. Second article for Dev.to account warmup.
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**Angle:** Survey + practitioner perspective (via interview with Oleg)
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---
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# Brief
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See [brief.md](assets/beyond-vibe-coding/brief.md) for complete strategic context, target reader analysis, content requirements, and success criteria.
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**Quick Summary:**
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- **Goal:** Fight "AI is for juniors" stigma with data-backed professional methodologies survey
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- **Angle:** Seniors use AI MORE than juniors (33% vs 13%) — methodology separates pros from beginners
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- **Format:** Survey of 6 methodologies with credentials, practitioner insights, decision framework
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- **Target:** 2,500-3,500 words, thought leadership + long-tail SEO
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---
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# Assets Index
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All working files for this article:
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| File | Purpose |
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|------|---------|
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| [brief.md](assets/beyond-vibe-coding/brief.md) | Complete Brief: strategic context, target reader, requirements, success criteria |
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| [ai-usage-statistics.md](assets/beyond-vibe-coding/ai-usage-statistics.md) | Statistical research: AI adoption by seniority, company policies, security concerns |
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| [interview.md](assets/beyond-vibe-coding/interview.md) | Oleg's practitioner insights — source for Henry's voice |
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| [research-index.md](assets/beyond-vibe-coding/research-index.md) | Methodology clusters, verified sources, interview questions |
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| [log-chat.md](assets/beyond-vibe-coding/log-chat.md) | Activity log and agent comments |
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| [outline.md](assets/beyond-vibe-coding/outline.md) | Article structure (pending @architect) |
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| [text.md](assets/beyond-vibe-coding/text.md) | Article draft (pending @writer) |
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| [seo-metadata.md](assets/beyond-vibe-coding/seo-metadata.md) | SEO title, description, keywords (pending @seo) |
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## External Research
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| File | Purpose |
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|------|---------|
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| [perplexity-chats/AI-Assisted Development_...](research/perplexity-chats/) | Original Perplexity research on terminology |
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---
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# Activity Log
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See [log-chat.md](assets/beyond-vibe-coding/log-chat.md)
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