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Get accurate, context-aware Pull Request feedback powered by Codacy's hybrid code review engine that actually understands your code.


Secure, high-quality code on every merge.
Codacy's hybrid code review engine combines deterministic code analysis with context-aware reasoning
Find and fix security vulnerabilities
Go beyond regular SAST with intelligent remediation that provides precise, actionable code fixes, turning security reviews from a bottleneck into a seamless part of your workflow.

Catch missing unit tests for critical functions
Ship with absolute confidence by letting AI pinpoint coverage gaps where they hurt the most. AI Reviewer detects critical functions without unit tests, ensuring your core business logic is always protected.

Avoid complexity surges and simplify your code
Keep your code easy to read and harder to break. AI Reviewer detects when functions become overly complex and offers smart, context-aware advice on how to simplify logic and reduce cognitive load.

Detect logic gaps
Bridge the gap between intent and implementation automatically. AI Reviewer now cross-references your PR description against the actual code changes, flagging any promised business logic that hasn't been implemented so you never merge incomplete features.

Reduce duplicated code
Keep your codebase DRY and sustainable with direct feedback on redundant logic. AI Reviewer identifies duplicated code and proposes meaningful, bite-sized refactors that reduce complexity and significantly lower long-term maintenance costs and tech debt creep.


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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.
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
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
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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)
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- Unapproved model calls
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