Why Volcengine Routes Data Q&A and Deep Research Separately
Compare fast metric Q&A with deep research, their shared semantic foundation, and why multi-agent value comes from accountable division of work.
Knowledge path
Multi-Agent
How Kuaishou Scaled Its Data Agent Beyond 10,000 Weekly Users
Kuaishou's path from golden tasks and parent-agent routing to a Skill marketplace, knowledge flywheel, evaluation gates, traces, and operational adoption.