AI-powered code reviews that catch real bugs.

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April 9, 2026

Aikido AI Code Reviews

Code reviews

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AI-powered code reviews that catch real bugs.

AI Code Review API Bug Detection Code Quality Improvement Software Development SASTFree + from $351/mo

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Aikido AI Code Reviews is an AI-powered tool focused on improving code quality. The tool aids developers catch real bugs before production, allowing for quicker, more confident deployments.

The centerpiece of this tool is its application of AI to Static Application Security Testing (SAST), identifying dependencies and potential areas for improvement in the coding structure.

Additionally, the platform offers unified cloud security with real-time visibility, scanning capabilities for dependencies and container images, AI-powered offensive security testing, and more.

It also provides runtime defense and threat detection, insulating applications from potential threats and vulnerabilities. Another key feature is the code analysis engine called 'OpenGrep' which forms part of its toolset, allowing developers to better refine and review their code.

The tool also posits to identify dead code, redundancy, logic bugs, and style issues in addition to providing instant feedback through auto-generated PR comments.

The Aikido AI Code Reviews aims to surpass lint error checks by detecting complex logic issues, incorrect flow mishaps, and hard-to-maintain code circumstances.

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Cybersecurity

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Aikido AI Code ReviewsInitial

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Initial release

December 19, 2022

Initial release of Aikido AI Code Reviews.

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Pros and Cons

Pros

Improves code quality

Catches bugs pre-production

Applies to Static Application Security Testing (SAST)

Identifies code dependencies and improvement areas

Offers unified cloud security

Real-time visibility on platform

Dependency scanning capabilities

Container image scanning

Offensive security testing

Runtime defense and threat detection

Code analysis engine 'OpenGrep'

Identifies dead code

Checks for redundancy

Detects logic bugs

Identifies style issues

Provides instant feedback

Auto-generated PR comments

Detects complex logic issues

Identifies incorrect flow mishaps

Checks for hard-to-maintain code

Surpasses lint error checks

CI/CD Security

IDE Integrations

On-Prem Scanning

Continuous Pentests

Supply Chain Safety

Generates SBOMs

Proactive 0-Days blocking

In-app firewall protection

Malware scanning during install

BetterLeaks secrets scanner

Integrates with multiple systems

Codebase-aware rule generation

Flexible, customizable rules

Fast, inline PR feedback

1-click fixes

Code quality and security system

All-in-one platform

Integration with multiple IDEs and CI/CD systems

Cloud security

Intelligent, high-signal reviews

System and language-agnostic compatibility

Focused performance review

Constant codebase learning via PRs

Addresses security concerns like vulnerable dependencies

View 40 more pros

Cons

High complexity

Overwhelming feature set

Lack Open Source version

Limited language compatibility

Requires Internet access

Lack of customizability

Overreliance on auto-generated PRs

No mention of real-time support

Requires deep integration with existing codebase

View 4 more cons

Q&A

What does Aikido AI Code Reviews do?

Aikido AI Code Reviews aids developers in improving code quality by catching real bugs prior to production, promoting quicker, more assured deployments. Using AI, it conducts Static Application Security Testing (SAST), identifies dependencies, and highlights potential improvement areas in the coding structure. The tool also offers unified cloud security, carries out scanning for dependencies and container images, and conducts AI-driven offensive security testing. Aikido AI also provides real-time defense and threat detection mechanisms, insulating applications from potential threats and vulnerabilities.

How does Aikido AI Code Reviews identify bugs in code?

Aikido AI Code Reviews uses sophisticated AI algorithms to detect bugs in the codebase. It goes beyond the capabilities of typical linting tools to detect complex logic issues, incorrect flow mishaps, and hard-to-maintain code among other issues. It also checks for redundancy, dead code, logic bugs, and style issues in the code.

What is the Static Application Security Testing (SAST) feature of Aikido AI Code Reviews?

The Static Application Security Testing (SAST) feature in Aikido AI Code Reviews involves using AI to identify dependencies and potential areas for improvement in the code structure. SAST essentially analyzes the source code to find potential security vulnerabilities that could be exploited. It's a proactive approach that catches these vulnerabilities before the code is actually run or compiled.

How does the unified cloud security feature of Aikido AI Code Reviews work?

Aikido AI Code Reviews' unified cloud security provides real-time visibility into potential threats and vulnerabilities. It takes a holistic view of cloud security, offering scanning capabilities not just for the codebase, but also for dependencies and container images. Together with AI-powered offensive security testing, Aikido's cloud security facilitates proactive identification and mitigation of security risks.

What does Aikido AI Code Reviews scan in dependencies and container images?

Aikido AI Code Reviews scans dependencies and container images for potential security vulnerabilities and issues that may hinder the application's performance or standard of quality. By identifying dependencies, Aikido can predict how changes in one part of the codebase will affect other segments of the code to prevent any unforeseen bugs or limitations in functionality.

What is the offensive security testing in Aikido AI Code Reviews?

Aikido AI Code Reviews conducts AI-powered offensive security testing. This essentially involves simulated attacks on the system or application, designed to identify and rectify potential vulnerabilities. By testing how the system responds to these simulated attacks, Aikido can help developers make their apps resilient to potential cyber threats.

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What is the 'OpenGrep' feature in Aikido AI Code Reviews?

OpenGrep is a part of Aikido AI Code Reviews that functions as a code analysis engine. This unique feature allows developers to refine and thoroughly review their code. Through techniques such as pattern recognition and anomaly detection, OpenGrep assists developers in optimizing their scripting habits to implement cleaner, higher-quality code.

How does Aikido AI Code Reviews identify dead code and redundancies?

Aikido AI Code Reviews identifies dead code and redundancies by scanning the programming scripts and locating any components that do not serve a purpose or contribute to the functionality of the software. By recognizing unused variables, unreachable blocks of code, redundant instructions, or repeating patterns, it streamlines the codebase and enhances program efficiency.

How does Aikido AI Code Reviews provide instant feedback?

Aikido AI Code Reviews provides instant feedback via auto-generated PR comments. These comments provide developers with real-time insights on bugs, logic errors, redundant scripts, and other code quality issues. Aikido AI Code Reviews leverages this mechanism to ensure developers receive immediate responses, enabling quicker resolution of issues.

What makes Aikido AI Code Reviews unique among code review tools?

Aikido AI Code Reviews' emphasis on comprehensive code quality improvement sets it apart from other review tools. Its AI-centric approach surpasses lint error checks, detecting complex logic issues, incorrect flow mishaps and unsound code scenarios. It not only checks for issues bots often miss, but also offers features like unified cloud security, real-time visibility, runtime defense and threat detection, and AI-integrated offensive security testing.

How does Aikido AI Code Reviews' runtime defense and threat detection work?

Aikido AI Code Reviews' runtime defense and threat detection capabilities work in tandem to insulate applications from potential threats and vulnerabilities. They maintain a real-time vigil for any security issues that might crop up during an application's runtime, alerting developers immediately so that they can handle the issue right away and cut down on the risks to the application.

What type of logic bugs does Aikido AI Code Reviews detect?

Aikido AI Code Reviews detects a variety of complex logic bugs, including incorrect conditional checks, incorrect execution flow, improper exception handling, and unsound logic implementations, among other issues. By identifying these mistakes early in the development process, Aikido AI Code Reviews ensures that the final code is clear, maintainable, and robust.

How does Aikido AI Code Reviews handle style issue identification?

Aikido AI Code Reviews systematically identifies style issues in the codebase. Whether it's variable naming inconsistencies, suboptimal structuring, or potential enhancements to refactoring, Aikido AI Code Reviews' keen eye for detail assists developers in maintaining clean, easy-to-read, and standardized code.

How does Aikido AI Code Reviews help in maintaining the code?

Aikido AI Code Reviews helps in maintaining the code by offering deep insights into the quality and structure of the codebase. It identifies redundancies, dead code, logic bugs, and style issues, enabling developers to keep their code clean, comprehensible, and maintainable. Moreover, through continuous review and immediate feedback, Aikido AI Code Reviews helps developers adapt good programming practices and progressively improve their code's quality.

What type of hard-to-maintain code circumstances can Aikido AI Code Reviews detect?

Aikido AI Code Reviews detects several types of hard-to-maintain code circumstances. It can catch incorrect flow mishaps, and complex logic issues that not only make the code prone to bugs, but also make it difficult to update or upgrade in the future. By identifying and rectifying these issues early, Aikido AI Code Reviews ensures the lifetime maintainability of the produced programs.

What kind of errors can Aikido AI Code Reviews catch beyond lint error checks?

Beyond lint error checks, Aikido AI Code Reviews is designed to catch various other errors that traditional linters might miss. These include complex logic issues, incorrect flow mishaps, redundant code, and other hard-to-maintain code circumstances. Each of these issues require an extensive understanding of code structure and intention, a feature Aikido AI Code Reviews provides using AI technology.

How can Aikido AI Code Reviews help in catching complex logic issues and incorrect flow mishaps?

To help catch complex logic issues and flow mishaps, Aikido AI Code Reviews uses AI-driven analysis to delve deeper into the codebase than traditional code linting tools. The AI comprehends the overall framework and operations within the code, spotting issues that may result in bugs, wrong calculations, or inappropriate behavior. This approach allows Aikido AI Code Reviews to catch intricate errors often overlooked during standard code reviews.

What type of code quality improvement features are offered by Aikido AI Code Reviews?

Aikido AI Code Reviews offers a multitude of features aimed at code quality improvement. It utilizes artificial intelligence to conduct Static Application Security Testing (SAST) and identify dependencies. It spotlights possible areas of improvement in the coding structure, ensuring efficient and secure coding practices. Other distinctive features include unified cloud security, runtime defense and threat detection, offensive security testing, and the ability to identify dead code, redundancies, and logic bugs. It also surpasses lint errors by identifying complex logic issues and incorrect flow mishaps.

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