--- title: "#ai-agent-architecture articles | Hashnode" description: "Explore 4 articles tagged #ai-agent-architecture on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/ai-agent-architecture" --- Tag # #ai-agent-architecture 4 posts · 0 followers [Xccelera AI](https://hashnode.com/@xccelera) · [Sep 23](https://hashnode.com/posts/agent-sprawl-is-coming-for-your-architecture-how-engineers-can-keep-ai-systems-under-control/6ab3a006081adb6eca690d1c) ### [Agent Sprawl Is Coming for Your Architecture: How Engineers Can Keep AI Systems Under Control](https://xccelera.hashnode.dev/agent-sprawl-is-coming-for-your-architecture-how-engineers-can-keep-ai-systems-under-control?utm_source=hashnode&utm_medium=feed) How AI agent sprawl spreads unchecked across enterprise stacks, and the architecture and lifecycle controls that keep every agent accountable. 5 min read · [xccelera.hashnode.dev](https://xccelera.hashnode.dev/agent-sprawl-is-coming-for-your-architecture-how-engineers-can-keep-ai-systems-under-control?utm_source=hashnode&utm_medium=feed) [iReadCustomer Center](https://hashnode.com/@ireadcustomer) · [Apr 18](https://hashnode.com/posts/perplexity-dropped-mcp-4-reasons-thai-tech-teams-must-rethink-their-a2a-ai-agent-strategy-1/69e34ab040d343fccbf339ed) ### [Perplexity Dropped MCP: 4 Reasons Thai Tech Teams Must Rethink Their A2A AI Agent Strategy](https://ireadcustomer-blog.hashnode.dev/perplexity-dropped-mcp-4-reasons-thai-tech-teams-must-rethink-their-a2a-ai-agent-strategy-1?utm_source=hashnode&utm_medium=feed) Perplexity's withdrawal from MCP signals the end of centralized AI monoliths. Dive deep into the MCP vs A2A architectural clash and see which protocol Thai enterprises should actually deploy. 7 min read · [ireadcustomer-blog.hashnode.dev](https://ireadcustomer-blog.hashnode.dev/perplexity-dropped-mcp-4-reasons-thai-tech-teams-must-rethink-their-a2a-ai-agent-strategy-1?utm_source=hashnode&utm_medium=feed) [iReadCustomer Center](https://hashnode.com/@ireadcustomer) · [Apr 18](https://hashnode.com/posts/perplexity-dropped-mcp-4-reasons-thai-tech-teams-must-rethink-their-a2a-ai-agent-strategy/69e33892b057dfe2e0cb5380) ### [Perplexity Dropped MCP: 4 Reasons Thai Tech Teams Must Rethink Their A2A AI Agent Strategy](https://ireadcustomer-blog.hashnode.dev/perplexity-dropped-mcp-4-reasons-thai-tech-teams-must-rethink-their-a2a-ai-agent-strategy?utm_source=hashnode&utm_medium=feed) Perplexity's withdrawal from MCP signals the end of centralized AI monoliths. Dive deep into the MCP vs A2A architectural clash and see which protocol Thai enterprises should actually deploy. 7 min read · [ireadcustomer-blog.hashnode.dev](https://ireadcustomer-blog.hashnode.dev/perplexity-dropped-mcp-4-reasons-thai-tech-teams-must-rethink-their-a2a-ai-agent-strategy?utm_source=hashnode&utm_medium=feed) [Jemin Huh](https://hashnode.com/@jmlab) · [Sep 18, 2025](https://hashnode.com/posts/why-spring-developers-must-embrace-ai-agents-now/68cbe86876266418061cbd95) ### [Why Spring Developers Must Embrace AI Agents Now](https://jmlab.hashnode.dev/why-spring-developers-must-embrace-ai-agents-now?utm_source=hashnode&utm_medium=feed) With Spring AI, Agentic Capabilities Land in Java 3 min read · [jmlab.hashnode.dev](https://jmlab.hashnode.dev/why-spring-developers-must-embrace-ai-agents-now?utm_source=hashnode&utm_medium=feed)