automate the work your department runs on
the operations path teaches you the python to wire ai into your workflows and build the automations, instead of being the one automated.
who this is for
you run operations. you've watched ops roles get replaced by automations, and you'd rather be the person who builds them. you use ai tools but can't yet build the workflow that runs without you. this path gets you there.
what you'll be able to do
build automations that loop through real work and handle the failures instead of crashing. pull data, call ai models, and wire them into the processes your department depends on. build and maintain an agent harness. understand the terminal and the ai clis well enough to actually ship.
the route, in order
start in ops studio by mapping a recurring process, automating the safe steps, and naming the approval boundary. the shared builder spine supplies the terminal, model, tool, and agent-loop skills that make the automation run. self-paced; the full route is listed below.
how it works
no videos, no fizzbuzz. every step shows a small piece of ai-written code. you read it, predict what it does, find the bug, fix it, run it. it all runs in your browser.
where you end up
builds department automations, wires ai into ops workflows, maintains agent harnesses.
free to start, no signup. plus unlocks every chapter at once; the free path moves through them in order. teams get progress visibility and role-fit rollout — see for teams.