Engineering
Your AI Isn't Thinking By Default. It's Following Its Priors.
A practitioner's hypothesis on why deliberate reasoning has to be elicited — and why that makes long-horizon control harder than it looks
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lob-proc: Reconstructing Order Flow from Snapshots
A C++ snapshot parser, NATS pipeline, and browser heatmap for limit order books
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Engineering
Streaming vs Batch: A Case Study with Longest Consecutive Sequence
When Union-Find beats HashSet and why access patterns determine algorithm choice
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