https://www.getmaxim.ai/articles/ai-agent-evaluation-metrics-strategies-and-best-practices/
AI Agent Evaluation: Metrics, Strategies, and Best Practices
Oct 16, 2025 - TL;DR AI agent evaluation is critical for building reliable, production-ready autonomous systems. As organizations deploy AI agents for customer service,...
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https://thelevel.ai/blog/four-ai-agent-failure-types-that-will-not-show-up-in-your-qa-reports/
AI Agent Evaluation: 4 Critical Blind Spots
Your AI agent evaluation isn't catching tool call errors, guardrail breaches, or goal failures. Discover the 4 production failure types QA reports never flag.
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https://www.mindstudio.ai/blog/ai-agent-custom-benchmarks-evaluation
AI Agent Evaluation: How to Build Custom Benchmarks That Actually Test Intelligence | MindStudio
Apr 30, 2026 - Public benchmarks are often contaminated by training data. Learn how to build custom AI agent benchmarks using simulation environments and iterative testing.
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https://wandb.ai/site/agents/
W&B Weave for AI Agent evaluation
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https://uwspace.uwaterloo.ca/items/965d7ee5-e148-47be-bfaf-a9280d6bf3f6
SWE-bench-secret: Automating AI Agent Evaluation for Software Engineering Tasks
The rise of large language models (LLMs) has sparked significant interest in their application to software engineering tasks. However, as new and more capable...
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https://joshuaberkowitz.us/blog/news-1/databricks-slashes-costs-for-domain-specific-ai-agent-evaluation-1497
Databricks Slashes Costs for Domain-Specific AI Agent Evaluation | Joshua Berkowitz
Evaluating GenAI Agents Without Breaking the Bank
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https://www.databricks.com/dataaisummit/session/52x-multiplier-how-zepto-mastered-ai-agent-evaluation-scale
The 52x Multiplier: How Zepto Mastered AI Agent Evaluation at Scale | Databricks
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https://latitude.so/blog/top-5-ai-agent-evaluation-tools-2026
Top 5 AI Agent Evaluation Tools in 2026 | Latitude
Compare the top AI agent evaluation tools in 2026 across observability, eval workflows, and production reliability to choose the best fit for your team.
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https://docsbot.ai/prompts/business/agent-evaluation-comparison
Agent Evaluation Comparison - AI Prompt
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