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2026

COBOLEval

A substantial rebuild of bloop's COBOL code-generation benchmark, adding JCL static analysis, an agentic orchestrator, and local inference.

Measuring generated COBOL

146

Benchmark tasks

3.8×

Rust vs. upstream

Detail

  • Built on bloop.ai's transpilation of OpenAI's HumanEval into COBOL — the benchmark data and original transpiler are theirs, and the dataset is unchanged.
  • Added a JCL parser, validator, and linter for mainframe job control — static analysis only; it does not execute or submit jobs.
  • Added a Rig-based agentic evaluation orchestrator in Rust, with per-task JSONL conversation logging.
  • Added Ollama support so evaluation runs against local models without an API round-trip.

Stack

RustPythonJCLRigOllamaGnuCOBOLDocker

Underlined entries link to the writing on that topic.

Links

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