https://soumik.blog/tags/multi-agent-systems/ Recent content in multi-agent systems on Sadman Kabir Soumik Hugo -- gohugo.io en Copyright © 2022, Sadman Kabir Soumik Tue, 14 Jul 2026 00:00:00 +0000 https://soumik.blog/software-engineering/building-multi-agent-ai-coding-systems/ Tue, 14 Jul 2026 00:00:00 +0000 https://soumik.blog/software-engineering/building-multi-agent-ai-coding-systems/ Introduction Tools like Cursor, Claude Code, and Windsurf have changed how developers write code. Behind these tools is a multi-agent system where an AI model does not just generate text. It reads files, searches codebases, runs tests, edits code, and coordinates multiple specialized agents to complete complex tasks. This post breaks down the architecture of these systems. It covers the core components, how agents coordinate, how tools are designed, how context is managed, and what we know about how real products are built.