feat: add bounded prediction cache (max 100 entries, FIFO eviction)
- Before inserting into predictionCacheRef, check if size >= 100 - If so, evict oldest entry via cache.keys().next().value (FIFO) - Applied at both cache write sites (lines ~549 and ~671 in page.tsx) - Marks task 8.5 as done in tasks.md Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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- [x] 8.2 `[sonnet]` Use `chart.applyOptions()` for theme changes instead of re-creating chart (`src/components/CandleChart.tsx:333`)
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- [x] 8.3 `[sonnet]` Remove `fitContent()` from reconciliation effect, only call on initial load (`src/components/SpanAnnotationManager.tsx:160`)
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- [x] 8.4 `[opus]` Implement incremental primitive updates in SpanAnnotationManager: update only selection state on selection change, full reconciliation only on annotation list changes (`src/components/SpanAnnotationManager.tsx:104-161`)
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- [ ] 8.5 `[sonnet]` Add bounded prediction cache (max 100 entries, FIFO eviction) to `predictionCacheRef` (`src/app/page.tsx:195-199`)
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- [x] 8.5 `[sonnet]` Add bounded prediction cache (max 100 entries, FIFO eviction) to `predictionCacheRef` (`src/app/page.tsx:195-199`)
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- [ ] 8.6 `[sonnet]` Fix hardcoded 1-minute candle interval: detect interval from data, use for span iteration (`src/components/CandleChart.tsx:452`)
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- [ ] 8.7 `[haiku]` Extract magic numbers (8px, 60s, colors) to named constants in `CandleChart.tsx`
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- [ ] 8.8 `[haiku]` Move `new Set<string>()` default prop to module-level constant in `CandleChart.tsx:125`
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