Tiered Stats Cache & Fast Route

in-flight deduplication for expensive pnl math

Published: 2026-06-26  |  Project: Software as Glass Monorepo  |  Discipline: Distributed Systems & High-Throughput State

Author: Nicholas Alexander MacAskill — Founder & CTO, Flocano Labs  |  Canonical: https://www.nicholasmacaskill.com/dossier/memoirs-tiered-stats-cache

report_cache_ttl
5 min
Verified Invariant
trade_fetch_timeout
40s
Verified Invariant
pnl_compute_timeout
45s
Verified Invariant

Two-Speed API Design

Computing baseball profit requires trade ingestion plus Gamma metadata batching through PolymarketGateway — often 10–50 seconds cold. Live MLB odds only need a single Gamma call (~1–10 seconds). Coupling them caused stats to stay blank while odds loaded.

Fast Stats Route

/memoirs/api/sports/stats returns formatted baseball volume and profit strings immediately when cache is warm:

TYPESCRIPTPRODUCTION RUNTIME
const [volume, profit] = await Promise.all([
    resolveBaseballVolumeText(poly),
    resolveBaseballProfitText(poly, gateway),
]);
return NextResponse.json(
    { volume, profit },
    { headers: { 'Cache-Control': 'public, s-maxage=10, stale-while-revalidate=30' } }
);

Shared Report Cache

resolveTradingReport deduplicates parallel requests via a module-level reportInFlight promise. Win rate and baseball profit read the same cached PolymarketPnLReport instead of recomputing PnL twice per poll cycle.

Win rate uses the primary-pick method: for each resolved baseball moneyline, the side with the highest gross buy USD is the pick; picks under $5 are excluded from the denominator.

SIGNAL_DETECTED:"system online // first dossier lesson logged"//TARGET:sovereign layer////////////////////////
Flocano Labs
ARCHITECTURELAYER
Memoirs
TASTELAYER
Nicholas Alexander MacAskill
IDENTITYLAYER
Biography
ABOUTFOUNDER