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Vibe Coding & Analysis

Tutorials, guides, and deep dives on analysis for AI-assisted development.

10 articles

pulse·intermediate·11 min

Surfing the Models, an Outsider View on Claude Code

Vaibhav Gupta calls Claude Code's team a compiler. Dex Horthy says exhaust the first while loop first. The contrarian view that matches the data.

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pulse·intermediate·8 min

The Agentic Engineering Roadmap What Comes After Vibe Coding

The agentic engineering roadmap after vibe coding. Four phases of transition, what to learn now, and how the developer role evolves through 2027 and beyond.

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pulse·intermediate·8 min

Cost of AI Coding Tools Total Market Spend Analysis 2026

Analysis of AI coding tools cost market spend 2026. Four spending tier patterns and what the data reveals about cost trends and ROI.

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pulse·intermediate·8 min

Remote Work and AI Coding Geographic Redistribution 2026

Analysis of remote work and AI coding geographic redistribution 2026. Four shift patterns and what the data reveals about where developers work.

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pulse·intermediate·8 min

Revenue Generated by AI Built Products Market Tracking 2026

Analysis of AI built products revenue 2026. Four category patterns and what the data reveals about market direction and opportunity.

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pulse·intermediate·8 min

Time to Ship Benchmarks AI Assisted vs Traditional Dev 2026

Time to ship benchmarks AI vs traditional development 2026. Four project type patterns and what the data reveals about real velocity.

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pulse·intermediate·8 min

Two Tier Future Vibe Coding for MVPs Engineering Production

The two-tier future of software in 2026. Vibe coding for MVPs, engineering for production, the four characteristics that determine which tier fits well.

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pulse·intermediate·8 min

Vibe Coding Adoption by Industry Who Is Ahead Behind 2026

Analysis of vibe coding adoption by industry 2026. Four adoption tier patterns and what the data reveals about industry direction now.

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foundations·intermediate·8 min

The Trust Paradox, Why 92% of Devs Use AI but Only 33% Trust It

92% of developers use AI coding tools daily, but only 33% trust the output. This paradox explains the tension at the heart of vibe coding and AI development.

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foundations·beginner·10 min

Is Vibe Coding Real Programming? What the Debate Misses

Is vibe coding real programming? The debate misses the point. What matters is whether you can build, ship, and maintain working software. Here is what counts.

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