Model regression testing

The question

Can newer AI models perform worse against specific engineering environments?

Hypothesis

A newer model can improve generic benchmarks while regressing on a specific codebase, toolchain, or workflow.

Method

Define a fixed local task suite, run candidate models under identical prompts and tool permissions, then compare task success, errors, cost, and output stability.

Outcome

No results yet; this is an IDEA-stage entry.