Automate Your Work Once and for All

Build AI coding workflows you can inspect, test, and reuse.

Automate Your Work Once and for All is a practical guide for developers who want to turn repeated work into a documented process. Raphael Bernardo walks through the pieces of an AI-assisted workflow, from gathering project context to checking the result before delivery.

Inside the book:

- Map your codebase and write reusable skills: step-by-step procedures an agent can follow.
- Connect tools through MCP (Model Context Protocol), an interface that lets agents call tools and receive results.
- Start with a pull request description, the explanation a reviewer reads alongside a proposed code change.
- Build a ticket-to-pull-request pipeline: a sequence that takes a work request through implementation and checks.
- Define acceptance checks that can fail, rather than trusting a convincing completion message.
- Track unattended jobs and decide where human review must remain.

Includes diagrams, terminal examples, and a companion implementation with verification commands. The examples use Python, Node.js, Git, Jira, and GitHub; live integrations require their own setup and access.

For developers comfortable with a terminal who want practical AI workflow automation. Start with one repeated task, keep the checks visible, and expand only after the result is reliable. Time saved depends on the task, setup, and review required.