September 16, 2026•1 min read•from InfoQ

Article: Your Next DSL Author Is a Language Model

In this article, the author introduces Typed Domain Grounding, an approach to reducing LLM hallucinations in domain-specific languages by embedding them in mainstream typed languages. Using kUML benchmarks and an infrastructure-as-code example, he explores how compiler validation and generate-compile-repair loops can make model-generated DSL output more reliable.

By Irakli Betchvaia

Want to read more?

Check out the full article on the original site

View original article→

Tagged with

#DSL

#Language Model

#LLM

#Hallucinations

#Typed Languages

#Typed Domain Grounding

#Compiler Validation

#Generate-Compile-Repair

#kUML

#Benchmarks

#Infrastructure-as-Code

#Domain-Specific Languages

#Model-Generated Output

#Reliability

#Embedding

#Mainstream Languages

#Validation

#Loops

#Approach

#Irakli Betchvaia