Re:Launch HN: GPT Driver (YC S21) – End-to-end app testing i...
by aksophist on Wednesday October 23, 2024 @11:14AM
(#41925881)
how do you evaluate your tool, and have you published your evaluation along with the metrics?
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Re:Launch HN: GPT Driver (YC S21) – End-to-end app testing i...
by chrtng on Wednesday October 23, 2024 @02:19PM
(#41927827)
Thank you for your question! While we haven't published a formal evaluation yet, it's something we are working toward. Currently, we rely mostly on human reviews to monitor and assess LLM outputs. We also maintain a golden test suite that is run against every release to ensure consistency and quality over time, using regex-based evaluations.
Our key metrics include the time and cost per agentic loop, as well as the false positive rate for a full end-to-end test. If you have any specific benchmarks or evaluation metrics you'd suggest, we'd be happy to hear them!
Re:Launch HN: GPT Driver (YC S21) – End-to-end app testing i...
by aksophist on Thursday October 24, 2024 @10:25AM
(#41935824)
What is a false positive rate? Is it when the agent falsely passes or falsely “finds a bug”? And regardless of which: why don’t you include the other as a key metric?
I’m not aware of any evals or shared metrics. But measuring a testing agents performance seems pretty important.
What is your tool’s FPR on your golden suite?