DABStep: Data Agent Benchmark for Multi-step Reasoning

DABStep sounds like useful internal validation, which is good, but it's just another layer of abstraction over the same core problem: reliable multi-step reasoning. We've seen dozens of benchmarks pop up, and often they measure the easy stuff, not the complex, error-prone chains that real business logic entails.

It's a solid starting point for our internal teams to establish a baseline, but don't confuse a benchmark with a solution. It won't magically solve the hallucination problem or the context window limits we constantly face. It's a good diagnostic tool for debugging *our* specific agent architecture, not a universal cheat code.