Great wrap up. What I respect most is the consistency around patterns that hold up in real systems: clear boundaries between components, observability from day one, and tooling that makes iteration easy. The GraphRAG project is a strong example of practical design. Using a graph plus a vector store plus tool calling gives you reliable behavior on relationship questions, and it keeps the system understandable as it grows. Looking forward to seeing what you build next, and hopefully collaborating in 2026.
Thanks Marcelo! Already working on material for next year, so hopefully you keep enjoying it and also building your AWS newsletter. Sure we can collaborate in 20216!
Loved our collab, man 🥂 I am happy you started your own thing
Thanks man for the opportunity! The collabs pushed the newsletter 🚀🚀🚀
Great wrap up. What I respect most is the consistency around patterns that hold up in real systems: clear boundaries between components, observability from day one, and tooling that makes iteration easy. The GraphRAG project is a strong example of practical design. Using a graph plus a vector store plus tool calling gives you reliable behavior on relationship questions, and it keeps the system understandable as it grows. Looking forward to seeing what you build next, and hopefully collaborating in 2026.
Thanks Marcelo! Already working on material for next year, so hopefully you keep enjoying it and also building your AWS newsletter. Sure we can collaborate in 20216!