Engineers
~60–90 pages
Polyglot and Multi-Language Codebases with AI
Search, Retrieval, and Understanding When Your Stack Speaks Four Languages
Free Ebook
EPUB + Markdown
By David Kelly Price
About This Ebook
Senior engineers and architects working in large multi-language codebases — dealing with Python, TypeScript, Go, Java, SQL, and infrastructure-as-code side by side
What you'll learn:
- The Polyglot Reality
- Language-Specific Chunking Strategies
- Embedding Across Languages
- Cross-Language Dependency Tracing
- Search and Retrieval in Mixed Codebases
- Index Architecture for Polyglot Systems
- Tooling and Pipeline Design
- Common Failure Modes
Get instant access to the EPUB and Markdown versions — read offline, share freely, and explore at your own pace.
Free Semantic Code Search
Try Pyckle in your codebase
The tool this book explores — semantic search, context routing, and code intelligence for Claude Code.