AI Agents Parse Messy Files Best Via Throwaway Python Generation
Fred Turner · We Built Our Own Salesforce in Months. Here's Why We're Cancelling the $600K Contract | Curative CEO · Jul 18, 2026 · at 44:24
Fred Turner is the CEO of Curative. He shares an engineering heuristic for handling non-standard spreadsheets and PDFs sent by insurance brokers and healthcare providers.
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“What we found works amazingly is literally to give the files to an agent, tell it to write Python to get these files into a standardized format, because they're not very good at parsing files, but they're incredibly good at code gen, and so you can tell it to write a Python script to convert any random file into this known format, And then test it, and loop, and iterate on your script until it's working. And then you throw away that script. And so it's single use code that never gets used again.”
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