Your Agent's Tool Calls Will Run Twice: Idempotency and Evaluation Gates in Java Services
Why every LLM tool call eventually runs twice, and how idempotency keys plus evaluation gates make that safe in Java services.
Vishnuvardhan Reddy Kaithapuram
Software Development Engineer at Amazon Advertising. Builds back-end services, APIs, and production AI agents for advertiser analytics.
Vishnuvardhan Reddy Kaithapuram is a Software Development Engineer at Amazon Advertising, where he builds back-end services, APIs, and production AI agents for advertiser analytics. His writing has appeared in TDWI Upside and ExchangeWire, and he spoke at Marketplace Risk New York on data-layer AI governance.