Build with AI
A practical guide to building software with AI tools — from prompting and system design to deployment and quality gates. Written for non-coders.
21 articles
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ProfessionalsThe Entrepreneur's Superpower
Thirty-five years building companies without writing code — then AI changed everything. A serial entrepreneur on what storm development actually feels like.
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ProfessionalsBuild Software Without Coding
How to build software without coding using AI tools. A first-person guide to systems thinking, storm development, and shipping products.
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ProfessionalsHow to Prompt AI for Building
Learn how to prompt AI for building production software. Two failure modes, three escape hatches, and practical techniques from a non-coder.
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ProfessionalsAI Development Change Requests
AI development change requests bring structure and accountability to AI-assisted building. Learn the CR workflow, automated reviews, and changelogs.
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ProfessionalsAI Development Quality Gates
AI development quality gates keep your project reliable without reading code. Learn regression testing, review agents, and skills that compound.
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The AI Builder Starter Kit
Download this CLAUDE.md file into any project folder and the AI building methodology becomes automatic from the first session. No configuration required.
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ProfessionalsHow to Deploy AI Projects
Learn how to deploy AI projects to production servers, automate with git push, manage database migrations, and give your AI full autonomy.
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ProfessionalsAI Development Workflow Automation
AI development workflow automation through skills, living documentation, and rich context. Practical methods for higher-quality AI builds.
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ProfessionalsAI Workflow Automation
Learn how AI workflow automation with self-healing pipelines and multi-step review can cut costs by 99% while matching or exceeding human quality.
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ProfessionalsAutomated Testing AI Projects
Automated testing AI projects: virtual personas, simulated users, and artifact inspection catch 85% of issues before real users see them.
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ProfessionalsAI Prompt Engineering Craft
Prompt engineering craft for AI builders. Markdown structure, the U-shape principle, instruction dilution, and surgical prompt editing from real projects.
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ProfessionalsAI UX Design Thinking
AI UX design thinking: how design tokens, simplicity directives, and user-perspective prompting produce polished interfaces when AI writes the code.
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ProfessionalsAI Research Limitations: Why You Cannot Outsource Sourcing
AI web search returns SEO filler and echo-chamber content. Training data is stale. Both fallbacks fail simultaneously. Control inputs instead.
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ProfessionalsCo-Designing Products with AI
How to co-design products with AI before writing a spec. Seven patterns for vision-first ideation, iterative deepening, and closing the design loop.
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ProfessionalsHow does AI learn?
How does AI learn? Discover how training data, neural networks, and human feedback turn raw patterns into powerful AI tools used at work.
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ProfessionalsHow does ChatGPT work?
Understand how does ChatGPT work — from transformer architecture and training to RLHF, hallucinations, and practical use for professionals.
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ProfessionalsHow to use AI at work?
Learn how to use AI at work: which tasks AI handles best, how to write better prompts, verify outputs, and build AI into daily workflows.
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ProfessionalsInnovation with AI
LLMs recombine what already exists, but iterative specification-building can still produce truly innovative outcomes. A practical workflow.
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ProfessionalsScreenshot Feedback Loop
Learn the screenshot feedback loop — how to use Claude as your trained UX eye to iteratively refine user interfaces without design expertise.
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ProfessionalsWhat is AI ethics?
What is AI ethics? It is the field examining how AI should be designed and governed to avoid harm. Learn about bias, privacy, and the EU AI Act.
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ProfessionalsWill AI replace my job?
Will AI replace my job? Honest, research-based answers on which tasks AI automates, which jobs are most exposed, and how to adapt today.
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