Note that your source code never leaves your environment.

Constellation understands your codebase without ever transmitting the raw source code. Only structural metadata crosses the wire.

Enterprise-grade privacy isn't a feature. It's the foundation.

#PrivacyFirst #DevTools #DevSecOps #Compliance

Before:
• "Where is this referenced?" → Grep. Scan. Parse. Blown out context. Low-confidence answer.

After:
• "Show me circular dependencies" → ⚡️ Done.
• "What is the impact of this change?" → ⚡️ Done.
• "Find any dead code" → ⚡️ Done.

Less token waste. More signal.

#TokenEconomics #AICoding #DevEx