Vibe Coding Security Governance That Keeps Development Safe
Discover and govern AI coding tools across your organization. Track which developers use Cursor, GitHub Copilot, and other vibe coding platforms before ungoverned code reaches production.
Close the SaaS Security Gap with complete visibility into your ecosystem. The average enterprise uses +500 SaaS applications, with 90% remaining unmanaged. Traditional security can't keep up. Reco's Dynamic Application Discovery does.
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The Vibe Coding Blind Spot
Your Developers Are Vibe Coding. Do You Know Which Tools They're Using?
Vibe coding has transformed software development. Developers describe what they want in plain English and let AI generate the code. But each tool creates OAuth tokens, accesses repositories, and connects to your SaaS environment without security review.
Shadow AI Coding Tools
Developers adopt Cursor, GitHub Copilot, and other AI coding tools to ship faster. Each tool connects to your codebase, cloud environments, and business applications through OAuth grants you may not know exist.
Unreviewed Code in Production
AI-generated code ships without human review. Hardcoded secrets, security vulnerabilities, and deprecated libraries slip into production. Vibe coding platforms have been found with security flaws in the code they generate.
Repository Access Sprawl
Every AI coding assistant needs access to source code. That means OAuth tokens with read and write permissions to GitHub, GitLab, Bitbucket, and Azure DevOps. Developers grant access, but security teams never see it.
Data Exposure Through AI Context
Vibe coding tools ingest entire codebases to understand context. Your proprietary code, API keys, environment variables, and business logic flow into AI models. Without governance, sensitive data reaches platforms outside your control.
No Lifecycle Management
When projects end or developers leave, their AI coding tool connections persist. Service accounts remain active. OAuth grants stay open. The attack surface grows with every ungoverned tool.
READY TO GOVERN VIBE CODING ACROSS YOUR ORGANIZATION?
See how Reco discovers AI coding tools and tracks their access to your development environment.
How Reco Discovers AI Coding Tools and Protects Your Development Environment
Uncover Hidden Risks in Your SaaS Environment
Automatically discover and assess unauthorized applications, AI tools, and hidden connections that pose security risks to your organization.
Shadow AI Discovery
Find AI coding tools developers connect to your environment: Cursor, GitHub Copilot, and IDE extensions that bypass security review and access source code repositories.
Streamline access management through intelligent identity governance that reduces risk while improving operational efficiency.
Identity Governance Compliance
Track which developers have connected AI coding tools, what repository access they've granted, and whether OAuth permissions exceed what's needed for their role.
Accelerate Security Operations Through Intelligence
Leverage AI-powered automation and unified workflows to scale your security team's capabilities and response times
AI Powered SaaS Security Insights
Reco surfaces which AI coding tools access sensitive repositories, flags overprivileged OAuth grants, and prioritizes which connections pose the highest risk for immediate review.
Before we got Reco we didn't know how bad the problem was. And now with Reco, I see how bad the problem is, and how we have to stem the tide. Because every day I am literally having to figure out if I'm sanctioning this project, this application or not sanctioning it. And I'm doing probably 15-20 a day.
That's a huge differentiator compared to the rest of the players in the space. And because most of the time when you ask for integrations, they'll say we'll add it to our roadmap, maybe next year, whereas Reco is very adaptable. They're very agile.
With other SaaS security solutions, I checked their integrations page, but it’s as if time stood still. With Reco they add new integrations quickly, including integrations we have requested.
What is vibe coding and why does it create security risks?
Vibe coding is an AI-assisted development approach where developers describe what they want in natural language and let AI tools generate the code. Popularized by Andrej Karpathy in 2025, it's transformed how software gets built.
• Tools like Cursor and GitHub Copilot generate code from plain English prompts
• Developers often accept AI-generated code without reviewing it line by line
• Each tool requires OAuth access to repositories, creating tokens security teams don't see
• AI-generated code can contain hardcoded secrets, vulnerabilities, and deprecated libraries
Reco discovers which vibe coding tools developers use and tracks the access they've granted.
How do AI coding tools create OAuth and access risks?
Every vibe coding tool needs access to your code. That means OAuth grants with permissions to read, write, and sometimes execute across your repositories and cloud environments.
• GitHub/GitLab OAuth grants for repository access
• Cloud provider connections for deployment and testing
• IDE extensions with broad workspace permissions
• API tokens that persist after projects complete
Developers grant this access to move fast. Security teams rarely see these connections until an incident occurs.
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