The safety layer for 
AI-accelerated coding

Coding agents make devs ship more risky code faster.
Don't leave a single line of AI code unchecked.

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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.

Model tracking

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 Security Scans

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
Secret scanning

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
Software Composition Analysis (SCA)

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

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.

AI Policy applied

AI Policy applied

Your AI Policy is defined and enabled across all projects.

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Protected pull requests

Protected pull requests

Your Pull Requests have strict branch protection enabled

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Coverage enabled

Coverage enabled

Your unit test results are successfully configured and reported to Codacy

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Vulnerability scans

Vulnerability scans

Your projects are continuously scanned daily for new CVE risks

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Enforced gates

Enforced gates

Your merge gates are defined and enabled across all project

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Apps scanned (DAST)

Apps scanned (DAST)

Your web apps and endpoints are configured for App Scanning

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls
Ready to dive in?

Try the AI Risk Hub today

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Full scan within minutes  |  Free trial for 14 days  |  No credit card required

Built for agentic workflows

Turn your coding and security policies into automated guardrails for every AI coding agent used by your devs. Open review-ready PRs on first try.

Get the code quality and security context your agent is missing

Codacy Guardrails brings reliable, deterministic code analysis inside your agentic workflow, making your coding agents follow the rules you define, consistently. Give your agent all the context it needs to auto-repair new and old code on the fly.

Get clean, secure AI code on every prompt

Get clean, secure AI code on every prompt

Codacy Guardrails silently scans every line of AI code against your policies, while it's being generated. Let your agent auto-fix its own issues, before you even see the code.

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Fix legacy issues without leaving the chat panel

Fix legacy issues without leaving the chat panel

Turn Codacy’s scan results into actionable context for your AI agents. Empower them to auto-remediate issue identified across your legacy codebase with verified precision.

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Adjust your policies and get code health reports

Adjust your policies and get code health reports

Set your AI Guardrails to match your organization's coding standards and apply them across agents and IDEs. Generate real-time code health reports across teams and projects.

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls

Loved by engineers

Codacy has changed the way engineering teams ship secure, high-quality applications without sacrificing speed.

See all reviews

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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