Instrument.
Drop the SDK. Every LLM and tool call becomes a span.
LLM evals and governance
One bar. Every team. Every release.
Scorith turns traces into datasets, graders into CI gates, and red-team runs into a packet a compliance lead can read. Product, QA, and engineering share the same score.
Method
How Scorith ships
Collect gold.
Pull live misses into a set. Product can add rows from the dataset studio.
Gate the merge.
Scorith comments on the PR with the delta against main.
Stack
Product pillars
Trace
Inspect agent trees, tool calls, cost, and latency on a single span.
Dataset
Auto-curate failures from production. Label once. Reuse in every PR.
Grade
Metric families you version in git. Merge only when the suite holds.
Red team
Adversarial chats and PDF-ready risk notes for regulated desks.
Start
A scorer on your traces today.
Write founder@scorith.fun. You get a test token, a sample dataset, and a 30-minute walkthrough on the metrics you want to freeze.
See pricing