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1 change: 1 addition & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,3 +23,4 @@
## 2026-09-19 - Avoid chained array methods before Set initialization
**Learning:** Chaining `.map().filter()` inside a `new Set()` constructor creates multiple intermediate arrays, causing unnecessary memory allocation and garbage collection overhead in hot paths (like ticker normalization during discovery).
**Action:** Replace chained array methods with a direct indexed `for` loop that transforms, validates, and `.add()`s directly to a freshly initialized `Set`.
## 2025-09-29 - [Avoid chained array allocations in backtests]\n**Learning:** High-frequency backtests suffer when allocating intermediate arrays in hot loops (e.g., using chained `.map()`, array spreads, and `.slice()`). These create significant GC overhead.\n**Action:** Replace functional array pipelines with bounded `for` loops and `Set`s with early-exit conditions when extracting deduplicated bounded subsets.
16 changes: 12 additions & 4 deletions src/agent/backtestRunner.ts
Original file line number Diff line number Diff line change
Expand Up @@ -347,10 +347,18 @@ export async function runBacktestSession(
universe: BACKTEST_DISCOVERY_UNIVERSE,
limit: maxCandidates,
});
const held = (await broker.snapshot()).positions.map((p) => p.ticker);
const tickers = Array.from(
new Set([...held, ...discovery.candidates.map((c) => c.ticker)]),
).slice(0, maxCandidates);
const snap = await broker.snapshot();
// ⚡ Bolt: Removed .map(), spread, and .slice() chain to avoid allocating large intermediate arrays in backtests
const tickersSet = new Set<string>();
const positions = snap.positions;
for (let i = 0; i < positions.length && tickersSet.size < maxCandidates; i++) {
tickersSet.add(positions[i]!.ticker);
}
const candidates = discovery.candidates;
for (let i = 0; i < candidates.length && tickersSet.size < maxCandidates; i++) {
tickersSet.add(candidates[i]!.ticker);
}
const tickers = Array.from(tickersSet);

const decisions: FinalDecision[] = [];
for (const ticker of tickers) {
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