Code Quality & Security for AI-Assisted Engineering

Govern code quality, security and AI coding policies from a single place. Enabling dev teams to ship safely without slowing down.

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Trusted by 15,000+ organizations and 200,000+ developers worldwide

For fast-paced engineering teams building fast-growing codebases

You don't need five scan tools, nine human approvers and a roll of duct tape to keep AI-generated code from breaking your build.

Tool consolidation

One platform for quality, security & AI code policies

Define your coding standards once, enforce them everywhere. Catch and fix quality issues, security flaws, supply chain risks and AI coding violations with a global policy across all projects.

Codacy quickstart docs
AI Code Review

Ship fast without shipping the risk

End the tug-of-war between 'done' and 'done right'. Equip your developers and coding agents with the instant feedback they need to write, review and ship healthy code without slowing down.

Using Coding Standards
Compliance evidence

Audit-ready by design

Turn compliance from an annual scramble into a continuous output of the dev workflow. Get real-time SBOMs and audit-ready scan reports for SOC2, ISO27001 and more.

See security capabilities

Unified coding standards from prompt to production

Make healthy, secure code a by-product of your SDLC,
not a flow-stopper for your engineers.

AI Agent

AI Agent

Auto-fix insecure AI code suggestions before the developer sees them

Review

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

IDE

IDE

Catch and fix quality & security issues locally before they reach Git

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • SAST
  • Code quality violations
  • Complex code
  • Error-prone code
  • Unused code

Git

Git

Merge Pull Requests quickly without shipping new bugs and vulns

Review

  • Secret scanning
  • Infrastructure-as-code (IAC)
  • SAST
  • Insecure dependencies (SCA)
  • Code quality violations
  • Complex code
  • Error-prone code
  • Unused code
  • Code duplications
  • Untested code (unit test coverage)
  • AI policy violations

Runtime

Runtime

Fix runtime vulns in apps and API endpoints before hackers can exploit them

Review

  • Pen-testing
  • DAST

Code Quality and Security for busy engineering leaders

Add your Git projects with two clicks, see scan results in minutes, and watch your devs decimate tech debt on the fly.

AI Guardrails built into every agent and IDE

AI Guardrails built into every agent and IDE

Make every line of AI generated code follow your quality & security standards by default. Open Pull Requests without hitting a wall of findings.

Review

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

Actionable, low-noise Pull Request feedback

Actionable, low-noise Pull Request feedback

Get accurate, instant AI code reviews on every Pull Request, with ready-to-commit fix suggestions, PR summaries and automated false positive detection.

Review

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

Centralized AI Coding Policies

Centralized AI Coding Policies

Define and enforce AI Coding Policies to catch AI-specific risks like unapproved AI models, invisible prompt injections and vulnerable libraries inherited from outdated training data.

Review

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

Audit-ready reports

Audit-ready reports

Track your security & compliance posture in real-time, including SLA due dates and exportable SBOM reports.

Review

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

Daily CVE and malware re-scans

Daily CVE and malware re-scans

Protect new and old code against insecure libraries and malicious packages, with daily CVE database updates.

Review

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

SAST, Secrets and IaC security

SAST, Secrets and IaC security

Detect security risks and hardcoded secrets across all application and infrastrcture code.

Review

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

Coverage thresholds

Coverage thresholds

Ensure every critical line of code is covered by tests, and let your AI agent write missing unit tests.

Review

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

Runtime testing

Runtime testing

Dynamically test your apps and API endpoints and find vulnerabilities before hackers can exploit them.

Review

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

Embedded in your workflow

Embedded in your workflow

Integrate Codacy with every agent, IDE and Git. Sync issues with Jira. Get critical alerts on Slack.

Review

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

"SonarQube’s pricing changed, so we needed an alternative that we could deploy across all projects. Because Codacy makes it so easy and economical we were able to onboard all of our projects right away.”

Daan van Leth AI Solutions Consultant at ihomer

20%
20%

reduction in code duplications across key repos

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls
100%
100%

of projects migrated to Codacy within weeks

Review

  • Secret scanning
  • Insecure dependencies (SCA)
  • AI policy violations
  • SQL Injections
  • SAST
  • Unapproved model calls
50%
50%

of devs adopting Codacy Guardrails in their daily workflow

Review

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

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 free IDE extension

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

"A Game-Changer for Code Quality
and Team Productivity”

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

"Great tool for detecting code issues,
code coverage, code duplication and
code complexity"

 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

"Great tool to ensure your quality
standards"

Vinicius P.

  • 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 company that understands
developers"

Verified User in 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

"Pushing our quality higher as they
continually improve their platform
and customer success"

 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

"Helps maintain high standards for
our code."

Chiesa B.

Back End 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

"Excellent code coverage tool with
great GitHub Integration"

Misagh M.

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

"A great tool to review your code"

Matteo B.

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

"Easy to integrate hard to give up!"

Mustafa O.

Mobile Development 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

"Boost your team code static
analysis, quality and more"

 Madalin V.

Senior Software Engineer

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