
Renjie Li

Cresta Conductor: The Agent for AI Agent Development
Cresta Conductor is a developer-first environment for building, testing, and improving production AI agents grounded in real customer conversations, business context, and Cresta’s enterprise deployment patterns.

The Data Comes First: Mining Real Conversations for Test Coverage
Learn how Cresta mines historical data, synthetic customers, knowledge-base Q&A pairs, and post-launch feedback to build test coverage that reflects how customers actually behave.

Cresta Conductor: The Agent for AI Agent Development
Cresta Conductor is a developer-first environment for building, testing, and improving production AI agents grounded in real customer conversations, business context, and Cresta’s enterprise deployment patterns.

The Data Comes First: Mining Real Conversations for Test Coverage
Learn how Cresta mines historical data, synthetic customers, knowledge-base Q&A pairs, and post-launch feedback to build test coverage that reflects how customers actually behave.

