Topic Tag Archive

#structured outputs

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AI Engineering19 Aug 2026

Stop Feeding Raw PDFs to Gemini: A Production Architecture for Document Extraction

How to parse complex PDFs, nested tables, and multi-column layouts with Gemini's Files API, structured JSON schemas, and DPI tuning — without burning your token budget.

6 min readRead ↗

AI Engineering15 Aug 2026

Why Your LLM's JSON Keeps Breaking in Production (And the Fix Isn't a Better Prompt)

A production playbook for eliminating JSON truncation, schema drift, and markdown pollution in LLM structured outputs — with real code for constrained decoding, chunking, and repair layers.

6 min readRead ↗