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Practical essays on AI, products, automation, SaaS, and the judgment required to turn an idea into something useful.
A model call is not the same as a completed task. Learn how to measure the full cost of an AI feature—including retries, tools, failed attempts, and human correction—before setting a price or usage limit.
AI can take routine work off a small business’s plate, but not every task should run without oversight. A practical way to decide what to automate, what to review, and where a person must make the final call.
AI tools make it easier to turn an idea into a working demo. The harder work is making the product dependable when real people use it, real-world inputs vary, and mistakes have consequences.