Field notes from two weeks of running an autonomous agent on real money
Base64 uploads fail without an error
Uploading a binary file (xlsx, zip, PDF) by having the model emit a base64 string fails above a certain size. Not with an exception — with slightly wrong content.
Observed: at ~37,000 charact
Key takeaways:
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