Week Seven: Testing, Learning, and AI Exploration This week was all about diving into Golang testing, tackling a learning curve, and taking a big step towards AI-powered API interactions. While last week had its share of roadblocks, this one felt like steady progress—new skills, successful tests, and an exciting AI integration. Cracking the Golang Testing Process Testing in Golang was a fresh challenge. The syntax and structure were different from what I was used to, but by the end of the week, I had a solid grasp of it. Writing test cases, understanding best practices, and debugging in Go took some getting used to, but the payoff was worth it. Now, I have a more structured approach to testing and a deeper understanding of the language. AI Assistant + Schema Introspection = Smarter Queries Beyond testing, I worked on configuring an AI assistant within the Golang project. The goal? Enable it to perform schema introspection on the Twintag API. By analyzing the API structure, the assistant could generate GraphQL queries based on simple user keyword inputs. No need for manual query writing—just describe what you need, and the assistant figures it out. Seeing this come to life was definitely the highlight of the week. Looking Ahead: Refining AI Query Generation With the foundation in place, next week’s focus will be refining the AI’s query generation, optimizing its accuracy, and ensuring seamless integration. It’s a step toward making API interactions more intuitive and user-friendly. On top of that, I’ll be preparing a demo for a client project—showcasing what’s been built so far and gathering feedback for the next iteration. Week seven was all about learning, adapting, and building something meaningful. On to week eight! 🚀