FEB 19, 2026a16z
Durable Execution and the Infrastructure Powering AI Agents
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Durable execution requirements are surging as AI agents transition from simple interactive chats to long-running, multi-step autonomous processes that require persistent state management.
“The shift from interactive to background agents is creating distributed systems problems at a scale that didn't exist two years ago.”
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Infrastructure scale challenges are intensifying because background-running agents create distributed systems problems at a complexity level that did not exist in the industry two years ago.
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Enterprise adoption patterns show industry leaders like OpenAI and Snap are utilizing Temporal to ensure recoverability and reliability in high-stakes features like Codex and story processing.