FredXing1/FinTrace

Auditable, point-in-time financial research agents & PITfall, a leakage-controlled benchmark. Every claim traceable to as-filed evidence — a naive live-data agent answers 82% of "impossible" questions with the true future value; the gated agent leaks 0.

3 best points · 0 comments · 1 Hacker News post · 1 GitHub stars · View on GitHub

Hacker News discussions

• Show HN: FinTrace – point-in-time guardrails for financial LLM agents (3 points, 0 comments, by FredXing, 2026-09-30)