Ship better code without slowing down
Stop bad code from breaking your apps – and your developers' flow.
AI Guardrails. Low-noise PR feedback. Smart fix suggestions.


Unified coding standards from prompt to production
Make clean, high-quality code a by-product of your SDLC, not a flow-stopper for your engineers.
AI Agent
Enforce secure GenAI code on every prompt
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Editor
Scan and auto-fix security and quality issues instantly
Review
- Secret scanning
- Insecure dependencies (SCA)
- SAST
- Code quality violations
- Complex code
- Error-prone code
- Unused code
Git Repo
Catch risky and untested code before merging
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
Production
Scan your API endpoints and apps at runtime
Review
- Pen-testing
- DAST

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

Code Quality for busy engineering leaders
Codacy delivers better Code Quality and AppSec. No servers or build steps needed.
AI Guardrails built into every agent and IDE
Make every line of AI generated code follow your quality 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
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
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catch AI-specific risks like unapproved AI models, invisible prompt injections and vulnerable libraries inherited from outdated training data.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

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
Maintainable code
Pinpoint convoluted logic and deeply nested structures to keep your codebase readable and easy to refactor.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Redundancy detection
Identify redundant logic and cloned fragments to reduce your maintenance footprint and prevent fragmented bug fixes.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Bug prevention
Kill bug-prone patterns and risky syntax before they trigger production incidents and break your team's confidence.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Scalability safeguards
Detect inefficient logic and bottleneck-heavy paths to ensure your app scales without dragging down your infrastructure.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Deep workflow integration
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
Built for agentic workflows
Turn your coding standards into automated guardrails for every AI coding agent used by your devs. Open review-ready PRs on first try.
Get the code quality 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 high-quality 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
Turn Codacy’s scan results into actionable context for your AI agents. Empower them to remediate technical debt across your 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 quality reports
Set your AI Guardrails to match your organization's coding standards and apply them across agents and IDEs. Generate real-time code quality 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.
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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
Lorem ipsum
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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