One platform for the full data pipeline

Bradley–Terry and Elo-style pairwise ranking. JSONL export, schema-validated against your training config.

Ideal-response and instruction-tuning prompts, authored to spec. Full version diffs, API-ready.

Single-response and rubric-scored evals against your harness — precision/recall reported per category.

Adversarial probes across OWASP LLM01–LLM10, severity-tagged and exported to your tracker.

Original problems, references, and worked solutions — versioned, license-cleared, ready for training or eval sets.

Native-fluency review across 30+ languages and locale variants, confidence-scored per item.

Code review, test-case evaluation, and multi-step reasoning checks. Diffs and pass/fail exported per case.

Safety and policy classification, hallucination detection — rubric-scored, false-positive rate reported.