Multi-layered attribution
Foreground AI
Interactive tools engineers use directly
Claude Code, Cursor, Windsurf — tools where an engineer is actively pairing with AI to write or review code.
Interactive tools engineers use directly
Claude Code, Cursor, Windsurf — tools where an engineer is actively pairing with AI to write or review code.
Interactive tools engineers use directly
Claude Code, Cursor, Windsurf — tools where an engineer is actively pairing with AI to write or review code.
Background AI
Autonomous agents working independently
Devin, Bugbot, CodeRabbit — agents that execute tasks, open PRs, and fix bugs without direct human involvement.
Autonomous task tracking
Multi-file refactoring, bug fixes, task completion
ROI tracked separately
Cost and output measured against human-driven work
Additional Capabilities
Deeper Agent Visibility
Agent ROI and cost
Agent activity is tied to the same cost tracking and output metrics as human-driven AI. See the specific return on your autonomous agent stack.
MCP integration
Weave's MCP server gives agents observability into your team's health. Connected agents can query velocity metrics, drill into PRs, and align generated code with team standards.to first meaningful engineering response. Automated acknowledgments excluded.
Autonomous agents are shipping code across your org.
Weave makes sure you can see every contribution, measure every outcome, and track every dollar.