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reality-check-ai-agent

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ai-agents-reality-check

Cre4T3Tiv3 / ai-agents-reality-check

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Mathematical benchmark exposing the massive performance gap between real agents and LLM wrappers. Rigorous multi-dimensional evaluation with statistical validation (95% CI, Cohen's h) and reproducible methodology. Separates architectural theater from real systems through stress testing, network resilience, and failure analysis.

python open-source benchmarking reproducible-research statistical-analysis performance-testing network-resilience llm-agent llm-tools agent-architecture agentic-workflow agentic-ai agent-performance agent-evaluation ai-benchmarking agent-benchmark reality-check-ai-agent architectural-evaluation ensemble-coordination
  • Updated Aug 8, 2025
  • Python

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