Thursday, March 5, 2026

Ensuring AI Makes Optimal Architectural Choices in Your Codebase: A Comprehensive Guide.

Unlocking AI Potential in Architectural Decisions

AI assistants are reshaping how we approach architecture, but there’s a critical gap. They often make architectural choices without a true understanding of the underlying structures. This can lead to:

  • Misguided paths
  • Lack of awareness about module ownership
  • Unable to trace blast radius of changes

To address this challenge, I developed Mikk—a codebase context engine that empowers your AI with the architecture it critically needs. Mikk provides:

  • Dependency graphs and module boundaries
  • Blast radius analysis
  • Architectural contracts
  • A live MCP server for real-time querying

How are others navigating this landscape? From CLAUDE.md to RAG pipelines and context window tricks, the conversation is evolving.

🔍 Join us on this journey! Explore Mikk here and share your thoughts on effective solutions for non-trivial codebases! Let’s innovate together!

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