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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

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For fast-paced engineering teams building fast-growing codebases

You don't need five scan tools, three 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.

Learn more about Coding Standards
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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.

Learn more about AI Reviewer
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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.

Learn more about Software Compliance
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Plugs in your favorite tools

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Unified coding standards from prompt to production

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

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AI Agent

AI Agent

Embed security checks and auto-fixes on every prompt

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IDE

IDE

Catch and fix quality & security issues pre-commit

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    Complex code
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    Unused code
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Git

Git

Merge Pull Requests quickly without shipping new bugs and vulns

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    Infrastructure-as-code (IAC)
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    Complex code
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    Unused code
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    Code duplications
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    Untested code (unit test coverage)
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    AI policy violations
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Containers

Containers

Fix CVEs in container images before deployment

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Runtime

Runtime

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

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Code Quality and Security for busy engineering leaders

Add your Git projects with two clicks, see scan results in minutes, and watch your devs and agents ship better code instantly.

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AI auto-fix
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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

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AI Reviewer
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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.

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AI Risk Hub
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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.

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Compliance
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Audit-ready reports

Audit-ready reports

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

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Software Composition Analysis (SCA)
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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.

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Application Security
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SAST, Secrets and IaC security

SAST, Secrets and IaC security

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

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Code Coverage
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Test coverage automation

Test coverage automation

Ensure every critical line of code is covered by tests, and feed your AI the precise context it needs to fill in the gaps.

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Runtime testing

Runtime testing

Dynamically test your apps and API endpoints, and find vulnerabilities before threat actors can exploit them.

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Integrations
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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

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"Despite the increase in code volume from AI generation, quality metrics like production incidents and customer bugs are stable. That suggests our current guardrails are effective. Codacy protects us from dropping the maturity that we've reached."

Ronen Y. Director of Developer Experience at LSports

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800
800

repositories standardized under unified coding standards

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10x
10x

increase in unit test coverage across all core projects

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Zero
Zero

new critical security issues introduced in over two years

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Read case study
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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.

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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

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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-fix issues identified across your legacy codebase with verified precision.

Review

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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

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Loved by engineers

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

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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

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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

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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

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Enforce secure GenAI code on every prompt

"Our overall code quality has improved significantly."

Sarang K.

Technical Project Manager

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Enforce secure GenAI code on every prompt

"Crucial to the success of our projects."

Michael G.

Principal Engineer

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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

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Enforce secure GenAI code on every prompt

"Reduces time on code reviews."

Madalin V.

Senior Software Engineer

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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

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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

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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

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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

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Code health at scale

Last 30 days at Codacy

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285
285
K

repos analyzed

Review

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1.3
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M

in PRs analyzed

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363
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K

critical issues resolved

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