Skip to content

evals

3 articles tagged “evals”.

LLM-as-a-Judge Cost: Surviving the Production Compute Tax
engineeringproductevalsllm-cost

LLM-as-a-Judge Cost: Surviving the Production Compute Tax

Scaling AI agents? LLM-as-a-judge costs can destroy your unit economics. Learn 4 strategies to optimize token usage and reduce LLM evaluation cloud spend.

Dennis Zagiansky10 min read
Continuous Evaluation for AI: Why Traditional QA Fails
productengineeringtoolsevalsobservability

Continuous Evaluation for AI: Why Traditional QA Fails

Stop silent AI degradation. Learn why continuous evaluation for AI is replacing traditional QA to monitor semantic drift and maintain LLM product quality.

Daniel Shapira7 min read
LLM as a Judge: Why Eval Scores Fail Your AI Roadmap
producttoolsevalsagent-analyticsai-product-management

LLM as a Judge: Why Eval Scores Fail Your AI Roadmap

LLM as a judge is great for regression testing but terrible for discovery. Learn why high eval scores hide flat retention and how to surface real user intent.

Dennis Zagiansky8 min read
All posts