Cursor Tab's in-editor autocomplete and inline agent features are state-of-the-art for developer productivity. Developers using Cursor write code faster. For security review specifically — the workflow of evaluating a piece of code for vulnerabilities — the Cursor workflow is not Cursor's primary focus, and specialised tools produce better outcomes. The right answer for most organisations is to use both: Cursor for productivity, Griffin AI for security review.
What Cursor Tab does well
Three workflows:
- Autocomplete. Suggest the next line based on context.
- Inline agent. Modify code in response to a chat-style instruction.
- Codebase chat. Answer questions about the codebase.
Each is tightly integrated into the developer's flow.
Where it is less suited
Three security-specific needs:
- Reachability grounding. Cursor reasons from the editor context; reachability requires whole-codebase call graph.
- Policy evaluation. Security policies live outside the editor.
- Auditable decisions. Security review needs logs that outlive the editor session.
Cursor does not claim to be a security review platform. The tool/workflow match is the issue, not Cursor quality.
How Griffin AI and Cursor fit together
The integration pattern that works in practice:
- Developer writes code in Cursor with autocomplete and inline agent enabled. Productivity is high.
- PR includes Safeguard integration that runs Griffin AI analysis. Security review happens as part of CI.
- Findings route back to Cursor as inline annotations. Developer sees them in context.
Neither tool is displaced. Each plays the role it's suited for.
What to evaluate
Two questions:
- What is your developer IDE of choice? (Cursor, VS Code, JetBrains.)
- What security review platform feeds back into it?
How Safeguard Helps
Safeguard's IDE extensions work with VS Code, JetBrains, and Cursor. Findings from Griffin AI's security review appear in-context inside the developer's editor. Cursor for productivity, Griffin for security, single feedback loop.