August 2, 2026 · Ada Admin
What “good” looks like in an LLM feature eval
Stop demoing vibes. Ship with golden sets, traces, and cost budgets.
What “good” looks like in an LLM feature eval
Define task success before you pick a model.
- Golden prompts with expected behaviors
- Faithfulness checks when retrieval is involved
- Latency and $ / successful task budgets
- Regression suite on every prompt change
If you cannot measure it, you cannot price it — or trust it.