Standardize eval harnesses with golden data, safety tests, and pre-deploy regression gates
No sign-up required • Free to try
Map templates, variables, evaluations, and rollout for safer, reliable prompts
Design full-stack LLM applications with routing, retrieval, tooling, and safety layers
Instrument LLMs and ML models with tracing, metrics, drift detection, and user feedback
Common questions about ai llm evaluation architecture generator
Test correctness, faithfulness, safety, latency, and cost. Include business-specific checks like brand voice.
Use LLM-based judges, regex/keyword checks, semantic similarity, and structured format validators.
Trigger evals on prompt or model changes. Store results and block releases on regressions.
Maintain adversarial prompt sets for jailbreaks, PII leakage, and policy violations. Track block rates over time.
Dashboard pass rates, error types, latency, cost, and safety incidents by version.
Try it free on the scratch canvas, no account needed. Pro starts with a 7-day free trial.