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Dev.to
7/19/2026
Index Everything, or Read Everything? The Dilemma of Feeding Specs to AI in Multi-Repo Development

Index Everything, or Read Everything? The Dilemma of Feeding Specs to AI in Multi-Repo Development

Short summary

A developer explores the dilemma of feeding specification documents from separate repositories to AI coding assistants like Cursor. Multi-root workspaces pull in irrelevant files and inflate token usage, while manual file fetching wastes tokens on search. The author ultimately discovers GitHub MCP Server's remote-hosted GA version as a solution, avoiding local Docker setup. The article captures a real workflow problem for microservice developers using AI-assisted coding.

  • Multi-root workspaces in Cursor add noise and token cost when you only need a few spec files
  • Manual file fetching wastes tokens loading full file contents just to search them
  • GitHub MCP Server's remote-hosted GA version solves cross-repo spec access without local infrastructure

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