# ai-agent-idempotency

Published articles for ai-agent-idempotency.

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## Your AI Agent Is Not a Chatbot Anymore. It's a Distributed System.

DevFeed: [Your AI Agent Is Not a Chatbot Anymore. It's a Distributed System.](<https://devfeed.tech/articles/your-ai-agent-is-not-a-chatbot-anymore-it-s-a-distributed-system-58022.md>)

Original publisher: [Read original article](<https://hackernoon.com/your-ai-agent-is-not-a-chatbot-anymore-its-a-distributed-system?source=rss>)

Author: Atul Kumar

Published: 2026-09-22T07:00:19Z

Content type: opinion

Language: en

Sources: [HackerNoon](<https://devfeed.tech/sources/hackernoon.md>)

Topics: [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Software](<https://devfeed.tech/topics/software.md>), [Concurrency](<https://devfeed.tech/topics/concurrency.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agent-distributed-systems](<https://devfeed.tech/tags/ai-agent-distributed-systems.md>), [ai-agent-durable-state](<https://devfeed.tech/tags/ai-agent-durable-state.md>), [ai-agent-idempotency](<https://devfeed.tech/tags/ai-agent-idempotency.md>), [ai-agent-tool-execution](<https://devfeed.tech/tags/ai-agent-tool-execution.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [apis](<https://devfeed.tech/tags/apis.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [distributed-system](<https://devfeed.tech/tags/distributed-system.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [llm-agent-infrastructure](<https://devfeed.tech/tags/llm-agent-infrastructure.md>), [production-ai](<https://devfeed.tech/tags/production-ai.md>), [recovery](<https://devfeed.tech/tags/recovery.md>), [retries](<https://devfeed.tech/tags/retries.md>)

### AI overview

The article argues that production AI agents should be understood as software processes with probabilistic decision-making operating inside distributed systems, rather than as chatbots with tools. It highlights state changes across systems, APIs, authentication, failures, concurrency, retries, long-running workflows, permissions, and recovery as central engineering concerns.

### Source excerpt

AI agents are becoming distributed systems. Explore how state, APIs, retries, concurrency, failures, and recovery shape reliable agent architecture.