Novee debuts Agentic Fix, pushing pentest findings into Claude, Copilot and Cursor

Artificial intelligence penetration testing startup Novee Cyber Security Ltd. today launched Agentic Fix, a new capability that pushes validated exploit findings directly into the AI coding agents developers already use to write and patch software.

The product extends the Novee platform by generating remediation guidance from the same exploit context used to uncover a vulnerability. Then it routes that guidance to coding assistants, including Anthropic PBC’s Claude, OpenAI Group PBC’s Codex, GitHub Inc.’s Copilot, Cursor and Cognition AI Inc.’s Devin.

The release targets a bottleneck that has emerged as autonomous testing tools have shortened the time required to identify vulnerabilities. While discovery timelines have compressed from quarters to hours, triage, assignment, patching and retesting remain largely manual, leaving exploitable issues sitting in engineering backlogs.

When Novee identifies an issue, the platform now generates a detailed GitHub issue with remediation guidance tied to the specific exploit path validated against the customer’s application. The coding agent selected by the customer uses that context to produce a fix and open a pull request against the repository. Once a fix is merged, Novee reassesses the affected asset to confirm that the original vulnerability has been resolved.

“We’re bringing security and engineering teams into the same loop and eliminating bottlenecks,” said co-founder and Chief Executive Ido Geffen. “AI coding agents are already helping engineering teams write and refactor production code daily. Pointing those tools at the remediation queue is the obvious next step. What has been missing is validated security context and orchestration. That is what Novee is delivering.”

Novee says the approach is designed to avoid forcing engineers into a new workflow. Developers continue working through the coding assistants already embedded in their process, while security teams retain the validated exploit context needed to confirm a fix addressed the root cause rather than a surface symptom.

Founded by Geffen, Gon Chalamish and Omer Ninburg, all former national-level offensive security operators, Novee formally launched in January with $51.5 million in funding. Investors in the company include YL Ventures LP, Canaan Partners and Oren Zeev from Zeev Ventures LP.

Agentic Fix is available immediately to all Novee customers.

Image: Novee