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Scaling Claude Code: Best Practices for Large Codebases episode artwork

EPISODE · May 19, 2026 · 5 MIN

Scaling Claude Code: Best Practices for Large Codebases

from Intellectually Curious · host Mike Breault

We examine Claude’s agentic search that traverses live codebases in real time, using grep and LSP, anchored by a harness of per-directory rules and plugins. We contrast this with traditional RAG, explore memory-efficient 'skills' via progressive disclosure, and discuss the human governance needed to keep AI aligned as models evolve. We also pose a provocative question: will future codebases be designed for AI readability as much as human readability?Note:  This podcast was AI-generated, and sometimes AI can make mistakes.  Please double-check any critical information.Sponsored by Embersilk LLC

Episode metadata supplied by the publisher feed · Published May 19, 2026

What this episode covers

We examine Claude’s agentic search that traverses live codebases in real time, using grep and LSP, anchored by a harness of per-directory rules and plugins. We contrast this with traditional RAG, explore memory-efficient 'skills' via progressive disclosure, and discuss the human governance needed to keep AI aligned as models evolve. We also pose a provocative question: will future codebases be designed for AI readability as much as human readability? Note: This podcast was AI-generated...

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This episode is 5 minutes long.

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This episode was published on May 19, 2026.

What is this episode about?

We examine Claude’s agentic search that traverses live codebases in real time, using grep and LSP, anchored by a harness of per-directory rules and plugins. We contrast this with traditional RAG, explore memory-efficient 'skills' via progressive...

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