Week Eight: Demos, Pivots, and an Exciting New AI Chapter This week marked a bit of a pivot. While the refinement of AI-generated GraphQL queries was temporarily put on hold, it was for a good reason—an important client demo was on the horizon. And I’m happy to say it wrapped up smoothly, with everything delivered on time and to a solid standard. The feedback loop has started, and it felt great to see things come together in a real-world context. Shifting Gears for the Client Demo With the demo deadline approaching, my focus shifted toward polishing the existing work, squashing minor bugs, and ensuring everything ran smoothly. From UI tweaks to functionality checks, the goal was to showcase not just what we’d built, but how it could deliver real value. It was a different pace from the deep technical work of last week, but equally rewarding. A Glimpse Into What’s Next: AI in the Admin Portal While the AI query generation is on pause for now, an even more exciting opportunity opened up toward the end of the week: integrating the AI assistant directly into the Twintag admin portal. This means making it a core part of the user experience—not just a cool side project. The vision? An assistant that can: Run GraphQL queries on behalf of users Navigate the platform intuitively Perform actions and automate workflows Possibly even adapt based on user behavior And that’s just the starting point. There’s plenty of room for creative ideas and experimentation as we move into Week Nine and beyond. Looking Ahead Next week kicks off this new phase. I’ll be diving into design, integration strategy, and exploring what’s possible with the current setup. It’s the kind of challenge I’ve been hoping for—complex, open-ended, and full of potential. Week Eight wrapped up with a solid win and a very promising roadmap. On to the next adventure! 🚀