Observability for the agentic workforce.
Signal, not surveillance. See how engineers use Cursor, Claude Code, and Copilot, without blocking them or reading their prompts.
- Detection
- <50ms, on-device
- Prompts leave device
- Never by default
- Deployment
- MDM, macOS native
The problem
The fastest enterprise tool adoption in history shipped without a control plane.
Cursor, Claude Code, Copilot, and Windsurf became default stack in under 24 months. Managers have zero visibility into what goes in.
Samsung 2023 quietly repeats every day
Engineers paste API keys, customer records, and proprietary code into Cursor and Claude Code by accident. Most never know. Managers definitely don't.
Classic DLP breaks the engineer workflow
Nightfall, Symantec, and Purview were built for email and file uploads. Agentic chat is an entirely different surface. Block rules kill velocity. They get turned off.
Native controls only see their own tool
Cursor can tell you about Cursor. Copilot about Copilot. Your team uses four tools this quarter. Nobody owns the cross-tool signal. Until now.
How it works
Four layers. One outcome.
Built for the way engineers already work. Deployed the way IT already deploys.
- 01
Desktop agent
15MB Tauri binary ships via Jamf or Intune. No CLI for the admin, no re-auth for the engineer.
- 02
Local detection in under 50ms
Rule engine + on-device ONNX classifier inspect every prompt before it leaves the machine. Nothing ambiguous gets uploaded.
- 03
Soft notify by default, hard block rarely
95% of flags are a three-second corner toast. Only root credentials and production secrets pause the action. Engineer can always override.
- 04
Manager sees signal, not content
A weekly safety score, category breakdown, and trend. Prompt bodies stay on-device unless Investigation Mode is triggered with 2FA and written justification.
Principles
What we will not compromise on.
- We observe. We don't surveil.
- Observability is the product. Coaching is the outcome. Investigation is a last resort, gated by 2FA, justification, and employee notification.
- Friction budget is sacred.
- Soft notifications beat hard blocks in 19 out of 20 cases. A three-second toast at the source teaches. A modal interrupts and gets bypassed.
- Manager sees signal, not content.
- Dashboards show categories, trends, and safety scores. Raw prompt text never leaves the engineer's machine by default. Contractually, not just culturally.
- Model- and tool-agnostic.
- Cursor today, Claude Code tomorrow, whatever ships next quarter. One agent. One dashboard. One policy surface.
Early access
Be on the list when access opens.
US B2B engineering teams, 200–5,000 engineers, macOS-first. No credit card, no sales call until you ask for one.