AI-Assisted Development

Building with AI

What works, what fails, and what it costs

17 articles 10 FAQs 2 source documents
Anchor Article
AI-Assisted Development: What Actually Works in Production

17 deep dives on building with ai

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AI Code Quality Problems: 6 Failure Modes That Break Production Systems
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How a Non-Engineer Built 10 Production Software Systems in 116 Days
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Why 80% Complete AI Code Is More Dangerous Than 0% Complete
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6 Ways AI-Generated Code Fails in Production (With Real Examples)
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AI Context Window Limits: Why Large Codebases Break AI Coding Tools
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How Much Does It Cost to Build a Software Product with AI? (Real Numbers)
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How to Reduce Contractor Dependency in Software Development
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AI Code Quality Metrics: What 2,561 Commits Reveal About AI-Generated Code
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Why Agile and Scrum Don't Work for AI-Assisted Development
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How to Measure AI Development Productivity (Beyond Lines of Code)
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From $65,000 in Contractors to $105/Month: AI Development Cost Reduction Case Study
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How to Ship Production Software in 5 Days with AI-Assisted Development
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194,954 Lines of Code: What a Solo AI-Built Enterprise Platform Looks Like
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Custom Software vs SaaS: When Building Your Own Costs $79/Month vs $1,500/Month
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What 1,394 Git Commits on One Project Teach You About AI-Assisted Development
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From 31% to 100% Solo Development: How to Gradually Replace Your Dev Team with AI
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How to Build an AI-Powered E-Commerce Platform: 61,359 Lines of Code with HeyGen, Stripe, and Vimeo
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10 questions answered

Case studies and technical papers