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YesGemini · 2 Oct 2025

It probably saved me weeks of work on an integration with a government system uploading hundreds of pages of documentation and immediately start asking questions, generating rules, and troubleshooting payloads that were leading to generic, computer-says-no errors

smoe on Hacker News

hundreds of pages of documentation

In the thread “Gemini 3.0 Pro – early tests”, replying to this comment

Helped: Large context window and direct PDF document usage.

… One advantage Gemini had (or still has, I’m not sure about the other providers) was its large context window combined with the ability to use PDF documents. It probably saved me weeks of work on an integration with a government system uploading hundreds of pages of documentation and immediately start asking questions, generating rules, and troubleshooting payloads that were leading to generic, computer-says-no errors. No need to go trough RAG shenanigans and all of it within the free token allowance.