Think like an operator
Start with the job, not the tool, and build the right mental models.
A start-to-finish playbook for better prompts, useful automations, working agents, and AI-powered apps. Clear enough to start today, rigorous enough to keep beside your desk.
By Burhan Sebin, author of The Sebin Signal.
Move from isolated prompts to repeatable systems. Each part builds on the last, so you understand what to automate, how to brief the model, where agents fit, and when a human still needs to decide.
Start with the job, not the tool, and build the right mental models.
Use production prompts, professional briefs, and review gates.
Create reusable assistants, scheduled tasks, and document workflows.
Turn conversations, source material, and raw notes into useful work.
Use voice as an input, a thinking partner, and a remote control.
Package repeatable methods as skills the system can follow.
Choose a stack, connect steps, handle failure, and keep control.
Go from a useful job to an app, then verify before you ship.
Set data boundaries, permissions, draft rules, and safety checks.
Prompt templates, terminology, model guidance, and official links.
The playbook does not stop at principles. It gives you structures you can use in a real brief, automation, or agent build, then shows where to place review gates before the work reaches a customer.
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