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
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.