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- PdfProcessor and BankStatementExtractor raise upfront when pdf_content.bytesize exceeds MAX_PDF_BYTES (32 MB, matching Anthropic's hard limit). Previously a 100 MB PDF would be base64-encoded (~133 MB) and packed into the JSON body before the API rejected it — peak heap ~270 MB per Sidekiq worker. - BankStatementExtractor inspects response.stop_reason; when the model hit max_tokens it logs a warning and flags result[:truncated] so downstream callers know the transaction list may be incomplete. - ISO date pattern added to statement_period_start/end schema in PdfProcessor so the model can't return "March 2026" — Anthropic enforces the regex via the tool's input_schema. Tests cover the size guard (raises before any client.messages call), truncated-result flagging, and the warning log path.