AI Observability And Evaluation
AI Observability EvaluationEvaluation, tracing, prompt testing, and monitoring tools for LLM applications.
Use caseNeeds verification
Tool · Needs verification
Promptfoo
Open-source tool for testing, evaluating, and red-teaming prompts and LLM apps.
ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked
Review gate
Final scoring is withheld because this record is currently Needs verification. Official links, pricing, license, and publication summary need manual review before indexing.
Tool fit
Primary repository
No repository is linked in the seed dataset.
Mapped use cases
Developer Productivity AI Tools
Developer Productivity AI ToolsTools for documentation, code search, testing, review, observability, and engineering workflow acceleration.
Use caseNeeds verification
Related repositories
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Related skills
Evaluation
QualityTesting LLM quality, retrieval quality, task completion, and regression behavior.
Role: Recommended
SkillNeeds verificationQualityRecommended
Diagnosing poor AI outputs by adjusting instructions, context, examples, and constraints.
Role: Recommended
SkillNeeds verificationAIRecommended
Test Automation
QualityCreating repeatable checks for UI, API, integration, and regression behavior.
Role: Recommended
SkillNeeds verificationQualityRecommended