# Robust code generation combining grammars and LLMs

**URL:** <https://community.wolfram.com/t/robust-code-generation-combining-grammars-and-llms/26219>\
**Category:** Staff Picks\
**Tags:** data-science, graphics-and-visualization, graphs-and-networks, packages-and-paclets, computational-linguistics, staff-pick, artificial-intelligence\
**Created:** [December 11, 2025, 1:30am UTC](https://community.wolfram.com/t/robust-code-generation-combining-grammars-and-llms/26219 "2025-12-11T01:30:19Z")\
**Posts on this page:** 4\
**Page:** 1

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**Author:** ![antononcube](https://yyz1.discourse-cdn.com/wolfram/user_avatar/community.wolfram.com/antononcube/32/7348_2.png) [@antononcube](https://community.wolfram.com/u/antononcube)\
**Post date:** [December 11, 2025, 1:30am UTC](https://community.wolfram.com/t/robust-code-generation-combining-grammars-and-llms/26219/1 "2025-12-11T01:30:19Z")

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[Open in Wolfram Cloud ↗](https://www.wolframcloud.com/obj/ddd8436d-5c23-40e2-b29d-89bb34b0526a)

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**Author:** ![wolframcommunity](https://yyz1.discourse-cdn.com/wolfram/user_avatar/community.wolfram.com/wolframcommunity/32/8335_2.png) [@wolframcommunity](https://community.wolfram.com/u/wolframcommunity)\
**Post date:** [December 11, 2025, 2:44pm UTC](https://community.wolfram.com/t/robust-code-generation-combining-grammars-and-llms/26219/2 "2025-12-11T14:44:15Z")

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![news-congrads-kkluyshnik-02-04-19.jpg](https://global.discourse-cdn.com/wolfram/original/3X/6/a/6a310c2d0904616faf4e6e148260c9f29ab9f4eb.jpeg) – you have earned _ **Featured Contributor Badge** _ ![2015-11-02_10-07-11.png](https://global.discourse-cdn.com/wolfram/original/3X/5/0/50e59c9ead62f729e7130d3ea1482555a75602b6.png)  
Your exceptional post has been selected for our editorial column _ **Staff Picks** _ [http://wolfr.am/StaffPicks](http://wolfr.am/StaffPicks) and [Your Profile](http://community.wolfram.com/web/antononcube) is now distinguished by a _ **Featured Contributor Badge** _ and is displayed on the [Featured Contributor Board](https://community.wolfram.com/people). Thank you!

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**Author:** ![antononcube](https://yyz1.discourse-cdn.com/wolfram/user_avatar/community.wolfram.com/antononcube/32/7348_2.png) [@antononcube](https://community.wolfram.com/u/antononcube)\
**Post date:** [December 11, 2025, 7:33pm UTC](https://community.wolfram.com/t/robust-code-generation-combining-grammars-and-llms/26219/3 "2025-12-11T19:33:05Z")

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Thank you for the recognition, Editorial Board!

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**Author:** ![antononcube](https://yyz1.discourse-cdn.com/wolfram/user_avatar/community.wolfram.com/antononcube/32/7348_2.png) [@antononcube](https://community.wolfram.com/u/antononcube)\
**Post date:** [December 13, 2025, 2:57pm UTC](https://community.wolfram.com/t/robust-code-generation-combining-grammars-and-llms/26219/4 "2025-12-13T14:57:28Z")

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Here are two corresponding WordPress blog posts:

- [Wolfram Language](https://mathematicaforprediction.wordpress.com/2025/12/11/robust-code-generation-combining-grammars-and-llms/)
- [Raku](https://raku-advent.blog/2025/12/06/day-6-robust-code-generation-combining-grammars-and-llms/comment-page-1/)