Personal Credits
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- ETF Agent adds a non-enforcing Shadow Credits usage view
ETF Agent added a P0 Shadow Credits usage view that observes research activity without blocking requests or introducing payment, billing, or new quota gates. It distinguishes run request budgets, physical model attempts, and Personal Credits, while retaining unknown or partially attributed usage instead of reporting a misleading zero. The engineering team says the feature entered the main branch on October 24, 2026, but formal closure and full PostgreSQL non-interference validation remain incomplete.
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