BYOB ends up being complex for both users and implementers, yet sees little adoption in practice. Most developers stick with default reads and accept the allocation overhead.
In total: 5 sessions, ~650 API calls, ~53 pdflatex compilations, ~22 test suite runs. The engine grew from 0 to 1,342 lines (random moves) to 2,093 lines (depth-3 + quiescence), and from ~300 Elo to ~1280 Elo. Session 5 (the “big push” to depth-3 with quiescence) consumed the most resources (38% of the total), reflecting the difficulty of getting search, pruning, and move ordering right in TeX. The initial implementation (session 2) was the second largest at 24%, which makes sense: building a full rule-compliant chess engine from scratch is the foundational effort.
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