banatie-content/0-inbox/beyond-vibe-coding.md

2.7 KiB

slug title author status created updated content_type primary_keyword secondary_keywords assets_folder
beyond-vibe-coding Beyond Vibe Coding: Professional AI Development Methodologies henry-technical planning 2026-01-22 2026-01-22 explainer ai coding methodologies
spec driven development
ai pair programming
human in the loop ai
ralph loop
assets/beyond-vibe-coding/

Idea

Source: Perplexity research on AI-assisted development terminology (Jan 2026)

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.

Goal: Establish Henry's expertise in AI-assisted development. Second article for Dev.to account warmup.

Angle: Survey + practitioner perspective (via interview with Oleg)


Brief

See brief.md for complete strategic context, target reader analysis, content requirements, and success criteria.

Quick Summary:

  • Goal: Fight "AI is for juniors" stigma with data-backed professional methodologies survey
  • Angle: Seniors use AI MORE than juniors (33% vs 13%) — methodology separates pros from beginners
  • Format: Survey of 6 methodologies with credentials, practitioner insights, decision framework
  • Target: 2,500-3,500 words, thought leadership + long-tail SEO

Assets Index

All working files for this article:

File Purpose
brief.md Complete Brief: strategic context, target reader, requirements, success criteria
ai-usage-statistics.md Statistical research: AI adoption by seniority, company policies, security concerns
interview.md Oleg's practitioner insights — source for Henry's voice
research-index.md Methodology clusters, verified sources, interview questions
log-chat.md Activity log and agent comments
outline.md Article structure (pending @architect)
text.md Article draft (pending @writer)
seo-metadata.md SEO title, description, keywords (pending @seo)

External Research

File Purpose
perplexity-chats/AI-Assisted Development_... Original Perplexity research on terminology

Activity Log

See log-chat.md