Vibe coding
How to direct coding agents, review their work, and keep speed from turning into technical debt.
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.
Start with our production guides for vibe coding, AI-built websites, APIs, and the Academy. Reply to any issue and it reaches the studio.
Education follows the studio: building, growth, AI, and the operating layer connecting all three.
How to direct coding agents, review their work, and keep speed from turning into technical debt.
The browser, data, state, Git, databases, APIs, debugging, deployment, and the mental models behind the prompts.
Context, tools, evaluations, human controls, cost, reliability, and the gap between a demo and an operating system.
Technical SEO, useful content, local evidence, AI visibility, website decisions, intake, and revenue measurement.
Yes, when the system is limited to a defined administrative workflow, every vendor and data path is reviewed, patient identity and escalation are designed explicitly, and people retain control of clinical and high-consequence decisions.
Learn how Formed and In-force Strat alerts can monitor selected setups, reduce constant chart watching, and keep target and risk context ready for review.
A practical comparison of 2-1-2, 3-1-2, 2-2, and 3-2-2 setups, plus a 2H, 30m, 15m, and 5m confirmation workflow.
How to separate a formed 2-1-2 setup from an in-force trigger, choose alert confirmation, map invalidation, and avoid turning a pattern into a promise.
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