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Manazir Ali - Blog · Feb 2, 2026

What I Learned Building a Multi-Agent System for Claude Code

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A personal account of architecting a hierarchical AI agent system for enterprise development, the failures, the breakthroughs, and everything I'm still figuring out.

Read on manazir.dev

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