Dansday

3cat x dansday

3cat x dansday

Published on May 4, 2026

Sometimes you have to advocate for the right tool, and when I had the opportunity to select the AI model for our work, the choice felt obvious. I pushed for Claude. It is a beast in terms of performance and reliability, and the results we have been seeing in our development cycle have only validated that decision.

My work on the AI chatbot with 3cat and dansday has been a collaborative effort from the start. We have been building in sync, solving problems together, and constantly iterating on the architecture. It made perfect sense for us to streamline our workflow by centralizing our resources. That is exactly what happened when we decided to share the same company account for Claude.

Things leveled up when the product manager approached me with a significant update: I was added to an account with a two hundred thousand dollar monthly usage limit across any Claude AI model. That kind of headroom changes the way you approach development. It shifts the conversation from asking whether we can afford to run a complex experiment to asking what we can achieve with that much compute at our disposal.

Having this kind of access alongside my collaborators allows us to push boundaries. We are not just prototyping anymore. We are scaling. When you build with a team that shares a unified access point, it reduces the friction between experimentation and deployment. We are all pulling from the same well, ensuring that the model behavior is consistent across our development environments. It is a powerful position to be in, and it forces a new level of discipline. When the ceiling is that high, you have to be intentional about every call you make and every token you spend. I am looking forward to seeing how far we can take this architecture now that the infrastructure is finally catching up to our ambitions.