Jackal is the first execution-verified benchmark for text-to-JQL with 100k pairs, and Agentic Jackal with JiraAnchor semantic retrieval lifts categorical value accuracy from 48.7% to 71.7% and overall execution accuracy for most frontier LLMs.
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Agentic Jackal: Live Execution and Semantic Value Grounding for Text-to-JQL
Jackal is the first execution-verified benchmark for text-to-JQL with 100k pairs, and Agentic Jackal with JiraAnchor semantic retrieval lifts categorical value accuracy from 48.7% to 71.7% and overall execution accuracy for most frontier LLMs.