AI Dev Tooling Inventory
Coding agents helps your devs write code introduce vulnerabilities faster. Don't leave a single line of AI code unchecked, with the new AI Risk Hub.


One AI Policy for All Your Projects
A dedicated ruleset designed to prevent risks and vulnerabilities that are inherent to AI code from entering production.
Unapproved model calls
Prevent shipping code that contains API calls to unapproved large language models
- Secure MCP Servers & Libraries
- Prevent Data Leakage Risk
- Instant Policy Enforcement
AI Safety
Catch AI-specific risks like invisible unicode injections before they hit production
- Catch invisible unicode before it can be executed
- Avoid security flaws replicated from training data
- Prevent SQL injection caused by unsanitized user input

Hardcoded Secrets
Detect hardcoded secrets and API tokens before they reach Git and production
- Real-time Guardrails for AI coding agents
- Pre-commit secret detection
- Prevent leaking credentials

Vulnerabilities
Catch insecure dependencies introduced by AI coding agents
- Enforce secure, up-to-date library versions
- Daily CVE database updates
- Supply chain analysis across the codebase


“Codacy makes sure that we do security testing on code automatically so the developer doesn’t have to care about it.”
Daan van Leth AI Solutions Consultant at ihomer

A unified checklist to manage your AI risk score
Code scanning is only part of the equation. Enforce all essential merge controls to truly protect your codebase from risky AI code contributions.

Ready to dive in?
Try the AI Risk Hub today

Codacy Guardrails
The first comprehensive solution that secures your development process against both traditional and AI-generated security vulnerabilities.
Keep your favorite AI coding agent.
Shift left completed. Once and for all
Guardrails is not yet another AI model for code reviews. Instead, it pairs trusted static analysis methods with the power of your existing AI coding assistant, delivering unmatched speed and convenience – without leaving a trail of destruction.
Loved by engineers
Codacy has changed the way engineering teams ship secure, high-quality applications without sacrificing speed.
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Enforce secure GenAI code on every prompt
"Easy to integrate, hard to give up!"
Mustafa O.
Engineering Lead
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Reduces the amount of bloat, bugs, and other issues we experience."
Michael P.
CTO
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Quality and speed, Codacy gives us both. I love these guys."
Mykel A.
Engineering Manager
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Our overall code quality has improved significantly."
Sarang K.
Technical Project Manager
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Crucial to the success of our projects."
Michael G.
Principal Engineer
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"A great product. I have recommended all my community friends to use it."
Xiao Y.
CTO
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Reduces time on code reviews."
Madalin V.
Senior Software Engineer
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Helps devs save time in code reviews, so they can focus on other things."
Miroslav B.
Senior Card System Architect
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Raising our quality and security standards, giving quick feedback to our devs to ensure that we don't lose agility."
Vinicius P.
Mid-market
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"Helps us meet compliance requirements and improve code quality across our product."
Verified User
Education Management
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
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Enforce secure GenAI code on every prompt
"It's automatic, with like zero config to be functional."
Romain M.
Lead Developer
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls