Full case study dropping on Contra soon.

Amazing work...

One project. Four formats.

The code is written. The problem is solved. Now try explaining it to someone who hasn't spent their days inside that project.

You need to recover the details, explain your decisions, and show the outcome. Then come the visuals. Even a short post can stall there. I wanted my posts and portfolio to show the thinking behind my engineering work.

I built a system of AI agents to help turn that experience into publications. Agents work through project code and documents, draft the story, and check its claims. I choose the angle and final presentation. We then turn the story into scenes and animation.

Articles and animated video posts are already published. One project can become a detailed article, a short post, a portfolio case study, and a video that shows how the solution works.

The full workflow is in my latest case study: https://contra.com/p/cAZ2RcNP-from-real-projects-to-articles-videos-and-social-posts