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4 changes: 4 additions & 0 deletions .jules/bolt.md
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## 2026-03-12 - O(1) early exit for confidence level
**Learning:** Using `.reduce()` unconditionally iterates over the entire array for operations with an absolute bound (e.g. finding if there's any 'low' confidence section).
**Action:** Replace unconditional `.reduce()` with a `for...of` loop and early `break` to short-circuit upon finding the minimum possible bound, changing O(N) worst-case into an O(K) best-case execution, yielding measurable performance gains on large documents.

## 2026-03-12 - Early exit with for...of in reduce replacements
**Learning:** For performance optimizations involving finding a minimum or maximum value with a known absolute bound, unconditional `.reduce()` calls cannot stop once the bound is found.
**Action:** Use a `for...of` loop over arrays when searching for extrema with known bounds to allow short-circuiting.
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