Recheck and confirm stages execute after the response stream closes, so their outcomes cannot reach the caller

Orchestration pipeline after the NDJSON stream is closed; recheck stage and confirmResolved fan-out (per submitted architecture: "the recheck and confirm stages fire after the response stream has closed") · Agent Patterns · certain

Spend limit is enforced once before the stream opens while N+1 further model calls run ungated

Pre-stream spend check in runAudit; subsequent re-checker call and per-finding confirmer calls (per submitted concern: "Spend limits are checked once before the stream opens") · Agent Patterns · certain

confirmResolved dispatches every confirmer call concurrently with no pool or semaphore

confirmResolved — `await Promise.all(resolved.map(confirmOne))` · Agent Patterns · certain

Refusal fallback recurses into runAudit with no depth counter or re-entry guard

Refusal-fallback path in runAudit — per submitted concern: "The refusal-fallback retry recurses into runAudit, which could re-enter if the error is misclassified" · Agent Patterns · certain

Input bundle is truncated by dropping whole files with no notice to the model or the reader

Bundle assembly for the auditor prompt — evidenced by this very submission: "lib/auditors/types.ts was dropped for size — that's the schema contract all three stages depend on" · Agent Patterns · certain

Confirmer fan-out cardinality is determined by model output with no hard cap

confirmResolved — "one per resolved finding, no limit" · Agent Patterns · likely

Background stages scheduled after response completion may be killed by the serverless runtime

Same post-stream continuation that invokes the re-checker and confirmResolved after the NDJSON response is returned · Agent Patterns · possible

Homepage JavaScript wipes the server-rendered product grid and rebuilds it client-side

index.html:1186 — `grid.innerHTML=''` then rebuild from `DUSKGILD_DATA`; static markup emitted by the generator into the `BUILD:CARDS-DARK` / `BUILD:CARDS-OW` markers · SEO Basics · certain