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Agent Handoff Patterns in Automation Workflows
Implementation notes for chaining specialized agents with typed contracts and validation gates.
AgentsAutomationPydanticAI
Narrow, role-specific agent contracts consistently outperformed broad all-in-one prompts for maintainability and quality.
Validation checkpoints between stages reduced cascading failures and made root-cause analysis direct.
Breaking generation into retrieval, synthesis, and polishing stages improved both consistency and debuggability.
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