Vibe coding
How to direct coding agents, review their work, and keep speed from turning into technical debt.
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A concise briefing for people using AI to build software and grow businesses. The useful parts of vibe coding, websites, APIs, production AI, and SEO—without the content sludge.
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Start with our production guides for vibe coding, AI-built websites, APIs, and the Academy. Reply to any issue and it reaches the studio.
— What we cover
Education follows the studio: building, growth, AI, and the operating layer connecting all three.
Software foundations
The browser, data, state, Git, databases, APIs, debugging, deployment, and the mental models behind the prompts.
Production AI
Context, tools, evaluations, human controls, cost, reliability, and the gap between a demo and an operating system.
Search & conversion
Technical SEO, useful content, local evidence, AI visibility, website decisions, intake, and revenue measurement.
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Browse the complete Blog →The archive is the promise.
Vibe Coding10 min
Vibe coding without the hangover: a production guide for AI-assisted builders
Vibe coding is fast because the model carries syntax and implementation load. It becomes durable when the human keeps ownership of scope, review, testing, security, and release.
Coding Foundations9 min
The coding foundations AI builders actually need
You do not need a computer-science degree to direct a coding agent. You do need a small set of mental models for the web, data, state, Git, databases, errors, and deployment.
APIs & Integration9 min
API development for founders: the contract before the code
An API is a promise between systems. Define resources, permissions, errors, retries, and change policy before implementation turns accidental behavior into somebody else's dependency.
Websites & SEO11 min
The production and SEO checklist for an AI-built website
A beautiful generated page is the beginning. Before launch, prove the offer, mobile experience, accessibility, crawlability, metadata, performance, conversion path, analytics, security, and ownership.
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