☕ Learning path
Learn Automation.
From manual busywork to systems that run themselves: the trigger-to-action model, the agents-vs-workflows-vs-RPA map, how automations fire, and how AI orchestrates the steps.
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New to the lingo? Automation wires apps together: a webhook fires the instant something happens, an API lets the steps talk to each other, and an agent can decide what to do next. Hover any underlined word for a quick definition, or click to learn more.
- ReadWhat is workflow automation? The trigger-to-action model behind every automation, no-code tools like Zapier and n8n, and where AI fits.
- ReadAutomation Blueprint Explorer Five real automation blueprints broken into clickable steps, trigger, action, AI, human, and integration.
- Trycron generator Build & read crontab expressions, in plain English.
- ReadWebhooks vs polling The two ways software learns that something happened, push vs ask, and the latency, cost, and reliability tradeoffs.
- ReadAI agents vs workflows vs RPA Three ways to automate work and how they differ, who decides the steps: you, a UI script, or the model.
- ReadWhat is tool calling (function calling)? How a model decides to call a function, returns structured arguments, and your code runs it, the basis of agents.
- Trytool call visualizer Step through the function-calling loop.
- ReadWhat is AI orchestration? The layer that coordinates models, tools, and data steps into one reliable pipeline, vs a single prompt, workflow, or agent.
- ReadWhat are AI loops? Giving a model a goal, a way to verify its own work, and a rule for when to stop, so it plans, does, checks, and iterates instead of answering one prompt at a time. The verify gate, when a loop is over-engineering, and a builder for your own.
- Tryai architecture generator Describe an app, get an architecture (BYO key).
Capstone · build it
Design one automation that runs itself
Pick one repetitive task you do by hand. Turn it into a system on paper, deciding where a plain workflow ends and an agent begins.
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Tools for the job: Cron GeneratorAutomation BlueprintsAI Architecture Generator
🎉 Capstone complete. You didn’t just read it, you did it.
More routes: all learning paths, the skill tree, or the knowledge map.