Find the coverage gaps, let your AI agent fill them
Enforce code coverage improvements on every PR and let your AI agent write the missing unit tests, without disrupting the dev flow.


End-to-End protection, ready for AI Coding
Today's development teams face complex challenges that traditional tools can't solve.
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

"Codacy helped us 10x our code coverage, from 7% to 70%, across the entire codebase. We did not expect that was possible."

Code coverage for busy engineering teams
Codacy delivers better Code Quality and AppSec. No servers or build steps needed.
Let your agent write missing unit tests
Paste custom-generated prompts or connect your agent to Codacy, giving it the context it needs to write missing unit tests for critical code not covered by tests.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls

Enforce coverage thresholds for every code change
Define Diff Coverage thresholds and ensure every code change meets the minimum coverage requirement before it can be merged to production.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls

Drive code coverage improvements on every merge
Define Coverage Variation thresholds to require incremental improvements of your project's overall code coverage every time a new Pull Request is merged.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls

Visualize coverage line by line
Detect insecure, outdated third-party dependencies in real time, with daily vulnerability DB updates.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Supports all coverage formats
Submit your coverage reports in any format, including Cobertura, LCOV, JaCoCo, Golang Code Coverage, Clover.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Org-wide visibility
Track your coverage trend and drive continuous improvements across projects, teams and the entire organization.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Comprehensive unit test
Track and improve test coverage, one PR at a time. Let your AI write tests for uncovered lines.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
AI powered redundancy checks
Find cloned and unused blocks of code and prompt your AI to refactor them – all inside your IDE.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Scalable, maintainable code
Reduce complexity and enforce formatting requirements across all AI and human-written code.
Review
- Secret scanning
- Insecure dependencies (SCA)
- AI policy violations
- SQL Injections
- SAST
- Unapproved model calls
Codacy Guardrails
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 coverage 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 write missing unit tests, and 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
Write missing unit tests from the chat panel
Turn Codacy’s scan results into actionable context for your AI agents. Empower them to write missing unit tests 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
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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
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

Ready to dive in?
Start your free trial today