i built mikk.
a structural analysis + context engine for AI agents
ai agents are fast, but they don’t understand your codebase — they just see text and often break things.
mikk fixes that by giving them exact context and structure, not full files.
it can:
show what happens before/after an edit
fetch any function perfectly (no broken snippets)
because of this, it cuts token usage a lot and makes ai way more reliable.