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4 changes: 4 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,3 +23,7 @@
## 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`.

## 2026-10-02 - Avoid chained array operations during duplicate filtering
**Learning:** When generating a bounded, deduplicated array in hot paths (like ticker generation in `src/agent/backtestRunner.ts`), chaining `.map()`, spreads, `new Set()`, `Array.from()`, and `.slice()` causes excessive array allocations and garbage collection overhead, converting an O(K) process to O(N).
**Action:** Replaced the chained methods with an imperative, bounded `for` loop and early loop exit. This significantly reduced allocations in the hot path without sacrificing correctness.
26 changes: 22 additions & 4 deletions src/agent/backtestRunner.ts
Original file line number Diff line number Diff line change
Expand Up @@ -347,10 +347,28 @@ 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);
// ⚑ Bolt: Replaced chained .map(), spread, Set, Array.from, and .slice()
// with a bounded for-loop to reduce O(N) array allocations and GC overhead
// in the hot backtesting loop. Exits early when maxCandidates is reached.
const snapPositions = (await broker.snapshot()).positions;
const tickers: string[] = [];
const seen = new Set<string>();

for (let i = 0; i < snapPositions.length && tickers.length < maxCandidates; i++) {
const t = snapPositions[i]!.ticker;
if (!seen.has(t)) {
seen.add(t);
tickers.push(t);
}
}

for (let i = 0; i < discovery.candidates.length && tickers.length < maxCandidates; i++) {
const t = discovery.candidates[i]!.ticker;
if (!seen.has(t)) {
seen.add(t);
tickers.push(t);
}
}

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