Project note
pithhead.com
An exercise in giving an AI coding agent clear direction, then reviewing its work against an intended purpose and visual standard.
Context
Pithhead needed a public site that explained the company and its games. I used Codex to implement it, then reviewed the result against its purpose and visual direction.
Approach
I established the site's purpose, audience, hierarchy, and visual reference points, then used Codex to turn that direction into an implementation. I reviewed the output in small passes and adjusted both the instructions and the code as decisions became clearer.
What happened
The result was a public Pithhead site and a more practical understanding of where human direction matters most in AI-assisted development.
Working with AI
Codex handled much of the implementation. My role was to provide the context it could not infer: what the site needed to communicate, which details were essential, what visual choices did not fit, and how each revision should be judged.
Key details
- The work began with a written direction rather than an implementation plan.
- Visual references and specific feedback helped keep each revision on course.
- Reviewing the result was as important as generating the first version.
Tools and method
Codex was the primary implementation tool. The useful skills were not limited to writing prompts; they included making constraints explicit, supplying focused feedback, and recognizing when an output needed a different direction.
Lessons learned
AI-assisted development works better when the brief includes a clear outcome, concrete references, and room to review individual decisions. A vague request can produce a plausible result, but not necessarily the right one.
Limitations
I did not build the site manually. The quality still depended on the decisions, references, and review criteria I supplied, and some refinements required several iterations.
Next step
Record the initial brief and selected review cycles so the process is easier to reuse on future projects.