--- title: "What agentic AI borrowed from microservices (and made worse)" url: https://daily.dev/posts/what-agentic-ai-borrowed-from-microservices-and-made-worse--gjzajdpnj source_url: https://temporal.io/blog/what-agentic-ai-borrowed-from-microservices type: article source: "Temporal" published: 2026-08-06T10:37:23.739Z updated: 2026-08-06T10:39:35.779Z tags: ["architecture", "microservices", "agentic-ai"] reading_time: 11 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # What agentic AI borrowed from microservices (and made worse) **[Temporal](https://daily.dev/sources/temporal)** · 11 min read · 0 upvotes · 0 comments ## Summary Drawing on decades of industry experience, the author maps three core patterns from the microservices era onto today's AI agent challenges. First, just as monoliths gave way to microservices, monolithic agents should be decomposed into focused microagents with tighter context windows for better LLM performance. Second, request/response communication proved insufficient for microservices at scale and is already showing the same limits for long-running agent workflows — event-driven architectures are the answer, and Temporal abstracts that complexity. Third, the stateless-service pattern forced developers to manage memory explicitly; agents face the same problem, and event sourcing (the foundation of Temporal's state model) offers a principled solution by replaying a time-ordered log of events to reconstruct agent state without re-executing expensive LLM calls. The author argues the industry is compressing the same multi-year microservices learning curve into a much shorter window and urges developers to leverage prior hard-won lessons rather than reinventing solutions. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Beyond the Monolith: The Rise of the AI Microservices Architecture](https://daily.dev/posts/beyond-the-monolith-the-rise-of-the-ai-microservices-architecture-erp6if0ki) · Faun · 41 upvotes · 0 comments - [Multi-agent is the new microservices](https://daily.dev/posts/multi-agent-is-the-new-microservices-xzinr7r93) · InfoWorld · 115 upvotes · 3 comments --- Tags: [#architecture](https://daily.dev/tags/architecture), [#microservices](https://daily.dev/tags/microservices), [#agentic-ai](https://daily.dev/tags/agentic-ai) [View this post on daily.dev](https://daily.dev/posts/what-agentic-ai-borrowed-from-microservices-and-made-worse--gjzajdpnj)