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Building Your AI Agent Team: Custom Agents, Spec Kit, APM, and Squad for Scalable Agentic Workflows

Building Your AI Agent Team: Custom Agents, Spec Kit, APM, and Squad for Scalable Agentic Workflows

· 18 min read
David Sanchez
David Sanchez

The Fragmentation Problem Nobody Talks About

AI coding agents are no longer experimental. Teams are using GitHub Copilot, Claude Code, Cursor, and other tools to generate code, open pull requests, review changes, and automate multi-step engineering tasks. The results are impressive, but a quieter problem is growing underneath the productivity gains.

Every developer on the team configures their AI agents differently.

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