Novee Debuts Agentic Fix, Pushing Pentest Findings Into Claude, Copilot and Cursor

Why It Matters

Automating the handoff from security discovery to code remediation shortens the vulnerability remediation cycle and reduces engineering backlog, giving enterprises faster risk mitigation.

Key Takeaways

• Agentic Fix auto‑generates GitHub issues with remediation guidance.
• Supports Claude, Copilot, Cursor, Codex, and Devin coding assistants.
• Reduces manual triage time from hours to minutes.
• Validates fixes by re‑scanning the patched asset.
• Available now for all existing Novee customers.

Pulse Analysis

The rise of AI‑driven development tools has transformed how software teams write and refactor code, but security has struggled to keep pace. Traditional penetration testing can surface critical flaws within hours, yet the subsequent manual triage and patching often linger for weeks, creating a dangerous exposure window. By embedding remediation directly into the same AI assistants developers already trust, Novee bridges this gap, turning security findings into actionable code changes without forcing engineers to adopt a new workflow.

Agentic Fix leverages the exploit context captured during a pentest to generate precise remediation guidance, which is then packaged as a GitHub issue. The chosen coding agent—whether Anthropic’s Claude, OpenAI’s Codex, GitHub’s Copilot, Cursor, or Devin—uses that context to draft a fix and automatically open a pull request. Once merged, Novee re‑scans the application to verify the vulnerability is truly mitigated, providing a closed‑loop assurance that the patch addresses the root cause rather than a superficial symptom. This end‑to‑end automation cuts manual effort, accelerates patch delivery, and aligns security and engineering teams around a shared toolset.

For enterprises, the ability to push validated findings straight into existing development pipelines represents a strategic advantage. Faster remediation reduces breach risk and compliance exposure, while the seamless integration minimizes disruption to established DevOps processes. As AI coding assistants become ubiquitous, solutions like Agentic Fix may set a new standard for continuous security orchestration, prompting other vendors to embed similar capabilities and reshaping the competitive landscape of AI‑enhanced cybersecurity.