# LLM Structured Outputs Handbook by Nanonets

7 Hacker News commenters recommended LLM Structured Outputs Handbook by Nanonets and 1 criticized it, November 2025 to November 2026. It was recommended in 2 of 13 months.

**Verdict:** Recommended as a clear, well-written guide to current techniques for forcing structured output from LLMs, with masked decoding diagrams praised for explaining the approach.

## Why people recommend it

- Clear, well-written explanations (3 comments): "this is one of the best explanations that I've seen" ([source](https://news.ycombinator.com/item?id=46653342)) "This information is really presented well." ([source](https://news.ycombinator.com/item?id=46654420)) "Very nicely written guide!" ([source](https://news.ycombinator.com/item?id=46653941))

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## Cite as

Hacker Approved, "LLM Structured Outputs Handbook by Nanonets", https://hackerapproved.com/p/llm-structured-outputs-handbook/ (counts from 1,795,640 Hacker News comments, November 2025 to November 2026).