Code Insight Engine: A pluggable code graph for LLM coding agents
Upstairs-Special-925 · reddit · 2026-08-28
- Core Feature: Provides a language-agnostic code graph that works even without LSP or tree-sitter grammars, enabling symbol search and call-graph traversal for MCP clients like Claude Code and Cursor.
- Team Collaboration: For Neo4j teams, CIE tracks which tasks and tests implement which code, offering continuous quality governance (clone/drift detection, confidence, traceability).
- Compatibility: Serves as a pluggable surface for existing LLM coding workflows.
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