dukehoff-decide: Typed, Calibrated Decisions from Small Language Models
Many LLM calls in Java apps are multiple choice. dukehoff-decide answers them with a small local model and returns a typed value with …

Anton Epple is a Java Champion and an Apache NetBeans committer. He runs Dukehoff GmbH, where he builds Dukehoff MCP for Java, an open-source MCP server that gives coding agents the Java engine of Apache NetBeans. He received a JavaOne Rockstar Award and a Duke's Choice Award for his work on DukeScript.
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Anton Epple
62 viewsMany LLM calls in Java apps are multiple choice. dukehoff-decide answers them with a small local model and returns a typed value with …

Anton Epple
189 viewsCoding agents rename methods with grep and edit loops. A headless Apache NetBeans gives them real refactorings over MCP, with fewer turns …
Anton Epple
3,733 viewsIntrodudcing frgaal, a retrofitting Java compiler, letting you use modern and experimental features, while keeping compatibility with your …