Tag: AI Agents
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Prompts vs. Loops: Why Enterprise AI Needs Better Definitions of Done
Prompts still matter, but they are no longer the primary unit of work. Enterprise AI needs loops: outcome-driven systems with success criteria, verification, retry logic, escalation, and clear definitions of done.
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Build for Model Failure: Why AI Failover Is Becoming Enterprise Infrastructure
As AI moves into production workflows, model availability becomes business availability. Enterprises need routing, failover, evaluation, and resilience planning before provider dependency becomes an outage.