☕ 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.

⏱ ~40 min· 7 concepts· 3 hands-on tools· free, no account
0 of 10 steps

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.

  1. ReadWhat is workflow automation? The trigger-to-action model behind every automation, no-code tools like Zapier and n8n, and where AI fits.
  2. ReadAutomation Blueprint Explorer Five real automation blueprints broken into clickable steps, trigger, action, AI, human, and integration.
  3. Trycron generator Build & read crontab expressions, in plain English.
  4. ReadWebhooks vs polling The two ways software learns that something happened, push vs ask, and the latency, cost, and reliability tradeoffs.
  5. 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.
  6. 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.
  7. Trytool call visualizer Step through the function-calling loop.
  8. ReadWhat is AI orchestration? The layer that coordinates models, tools, and data steps into one reliable pipeline, vs a single prompt, workflow, or agent.
  9. 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.
  10. 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