{"id":"wandb-api","name":"Weights & Biases","af_score":78.6,"security_score":null,"reliability_score":null,"what_it_does":"ML experiment tracking and model management platform that logs training metrics, visualizes model performance, manages model artifacts, and monitors LLM applications in production via a REST API and Python SDK.","best_when":"You're training ML models or building LLM applications and need experiment tracking, artifact management, and collaborative result sharing across a data science team.","avoid_when":"You're building non-ML applications, or your ML workflow is simple enough that local logging and manual comparison is sufficient.","last_evaluated":"2026-03-01T09:50:06.383148+00:00"}