The Final Workflow.mp4

The Final Workflow

Congratulations on completing AI coding for real engineers. You've worked through all the material.

This article summarizes the complete AI development process. We've covered seven phases throughout the course, and now we'll bring them all together.

The seven phases of AI development displayed on screen

1. The Grill Interview

The first step is the grill. This is where you interview yourself (or get interviewed) about an idea to harden it before turning it into a PRD.

2. Research

Grilling often surfaces the need for research. You might need to explore third-party APIs, investigate tooling options, or see what's available in the ecosystem.

3. Prototyping

Sometimes research requires prototyping. You might pause the grilling session, build something quickly, then return to grilling with better information about where you're heading.

4. Creating the PRD

These first three steps culminate in a product requirements document (PRD). This is your destination document: a spec file that lives in your issues and can be reviewed by your team.

5. Breaking Down Into Issues

Once you know where you're going (the PRD), you need to figure out how to get there. Turn the PRD into individual tickets with blocking relationships.

6. Implementation

Now you implement. Choose between human-in-the-loop (watching the agent work) or totally AFK (the agent works through all issues autonomously).

7. Review and Continuous Improvement

Finally, review the agent's work: