https://dplabs.tech/tags/ai-architecture/ Recent content in Ai-Architecture on dplabs — Software Engineering & Technology Consultancy Hugo en-us Mon, 09 Feb 2026 00:00:00 +0000 https://dplabs.tech/blog/multi-agent-systems/ Mon, 09 Feb 2026 00:00:00 +0000 https://dplabs.tech/blog/multi-agent-systems/ <p>Multi-agent systems have become a popular architectural pattern in AI applications. The idea is appealing: if one agent is good, multiple agents working together must be better. Specialized agents for different subtasks. Agents reviewing each other&rsquo;s work. Parallel execution across agents.</p> <p>The appeal is intuitive. The implementation is often a mess of non-deterministic coordination, cascading hallucinations, and debugging nightmares where a problem in one agent produces a subtly wrong result that propagates through three others before producing a visible failure.</p>