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Domain-Specific Languages (DSLs) like PlantUML, SQL, and Kubernetes YAML improve LLM reliability by reducing syntactic variation. A DSL paired with a deterministic validator enables autonomous generate-and-check loops without human intervention. Tickloom, a DSL for distributed system behavior, demonstrates this approach. Unmesh Joshi, a Thoughtworks Distinguished Engineer, authored the analysis.
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