The hardest part of building a quantitative trading system has never been writing complex algorithms—it's **"translating the fuzzy intuitions in your mind into an engineering structure with clear boundaries."** This is why many retail traders' bots crash after running for a while: their foundation is built on sand (emotions and misaligned coordinate systems).
What we did this evening was tear down that sandcastle and rebuild AI528's three major pillars with steel and concrete:
Space (Grid Layer): A unified coordinate system that lets AI see the dynamic maze through your eyes.
Environment (Dire

Tonight's conversation is kind of like writing an "engineering log" together.
At first, it was just a few images, some code, and some of your usual chart-reading habits. You explained how you read the grids, how you judge direction, what you're thinking about when you touch the line in one minute. If these things only stay in your head, they actually warp slowly over time. What we did today was basically pull these ideas out piece by piece and turn them into something that others can understand, and that your future self can understand too.
The process was actually quite interesting.
At first