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Deepika Srimanthula
Sr Engineering Manager
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Contract-Driven Evaluation for AI Agent Workflows

· 4 min read
Deepika Srimanthula
Sr Engineering Manager
Evaluation FrameworkAI AgentsTranscriptData ContextSkills, MCP Tools

AI Agent Workflows

Modern AI agents load Skills for reasoning, MCP Tools for execution, and input Context to complete a task and produce the expected outcome. Building these agent workflows may seem straightforward, but the real challenge lies in measuring their consistency and reliability. Can an agent consistently follow the expected workflow and achieve the desired outcome across different LLMs?