A quick follow-up from Weekly Comp #11: The Cartographer — I’ve been using the idea across my projects, and it has become more valuable as the systems grow. It gives Codex a clear map of the modules, dependencies, flows, and possible blast radius before making changes. In practice, it saves me time and tokens because the agent doesn’t need to repeatedly inspect the whole codebase just to understand how things connect. Even when I use ASTRA for deeper planning and audits, having the system map already available makes the process more focused and efficient. Definitely one of the competition ideas that proved genuinely useful in real project work. Thank you @Jake Van Clief and team