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A simpler agent architecture replaces custom tooling with a filesystem tool and a bash tool. A sales call summarization agent dropped from ~$1.00 to ~$0.25 per call on Claude Opus 4.5 with improved output quality. The same approach powers the text-to-SQL agent d0.
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