We build
RL environments.
Production systems. Expert curated verifiers.
Research
We acquire proprietary environments and measure where and why frontier models lag acceptable expert performance benchmarks.
COBOLBench: Evaluating Coding Agents on Enterprise COBOL
A benchmark from a real banking system measuring whether AI coding agents can work in production COBOL.
Metaphi Simhub
Interactive simulation environments that move agent evaluation beyond static, non-interactive benchmarks.
From Static Benchmarks to Dynamic Worlds
How principles from autonomous vehicle simulation can transform code generation agent training and evaluation.
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