AIDLC Evaluation Framework
Evaluation-driven Loop in Agent/LLM Development Process — Comparison of SWE-bench Verified, METR, Ragas, DeepEval, LangSmith, Braintrust, AWS Labs aidlc-evaluator
Evaluation-driven Loop in Agent/LLM Development Process — Comparison of SWE-bench Verified, METR, Ragas, DeepEval, LangSmith, Braintrust, AWS Labs aidlc-evaluator
Comprehensive governance documentation covering quality evaluation, operational playbooks, AI Gateway guardrails, compliance, and domain customization
RAG pipeline quality evaluation and continuous improvement using Ragas
Load Langfuse OTel traces into S3 Parquet/Iceberg and automatically construct GRPO/DPO training datasets by labeling rewards with Ragas + LLM Judge Fleet.