What is Trag?
Trag was an AI code review tool acquired by Aikido Security in 2025; its technology now powers Aikido’s Code Quality module for fast, context-aware reviews and fixes.
Is Trag still available standalone?
No, Trag has been fully integrated into Aikido Security since summer 2025; use Aikido at aikido.dev for the enhanced features.
How many users does Aikido (with Trag) have?
Aikido is loved by over 100,000 developers and trusted by 50,000+ organizations as of 2026.
Is Aikido free to use?
Yes, start for free with no credit card required; advanced features and unlimited use may require paid plans.
What does Aikido Code Quality (Trag tech) do?
It provides instant AI-driven code reviews, suggestions, auto-remediations, noise reduction, and integration into IDE/PR/CI workflows.
When was Trag acquired by Aikido?
Trag was acquired in summer 2025, with the announcement on August 21, 2025.
What integrations does Aikido support?
It integrates with GitHub, GitLab, Bitbucket, VS Code, Azure DevOps, Jira, Slack, Microsoft Teams, and more.
Is Aikido good for security and quality?
Yes, it unifies code quality (from Trag) with vulnerability scanning, secrets detection, IaC checks, and runtime protection in one platform.
Trag
AI-Native Code Review Tool – Fast, Context-Aware Reviews and Fixes Integrated into Aikido Security
About This AI
Trag was an AI-powered code review and quality platform that used custom large language models trained on real-world codebases to deliver semantic understanding, detect duplicates, errors, anti-patterns, and provide smart suggestions.
Acquired by Aikido Security in summer 2025 (announced August 21, 2025), its technology has been integrated into Aikido’s Code Quality module, enhancing AI-native, developer-friendly code reviews.
The combined offering focuses on instant automated feedback, context-aware analysis, code suggestions, auto-remediations, and high-signal reviews directly in IDEs, PRs, or CI/CD pipelines.
It reduces noise, replaces traditional tools like SonarQube, and unifies code quality with security scanning (SAST, SCA, secrets, IaC) in one platform.
Key strengths include deep codebase comprehension across languages, fast processing, and seamless workflow integration without context switching.
Aikido (with Trag tech) is trusted by 50,000+ organizations and 100,000+ developers, rated 4.7/5, and offers a free start with no credit card required.
While standalone Trag no longer exists separately, its AI capabilities power Aikido’s modern code quality features for faster, safer shipping of code in 2026.
Key Features
- AI-native code review: Context-aware analysis using custom LLMs trained on real codebases
- Instant feedback: Automated reviews in IDE, PRs, or CI/CD pipelines
- Smart suggestions and auto-fixes: Detects bugs, duplicates, anti-patterns, and proposes remediations
- High-signal alerts: Reduces noise by focusing on critical issues
- Unified quality and security: Combines code quality with vulnerability scanning in one platform
- Seamless integrations: Works with GitHub, GitLab, Bitbucket, VS Code, Azure DevOps, etc.
- AutoTriage: AI evaluates alerts to prioritize real risks
- Developer-first design: Fast, low-friction reviews without manual effort
- Language-agnostic: Supports multiple programming languages and frameworks
Price Plans
- Free ($0): Start with basic code quality and security scanning; no credit card required
- Paid (Custom/Tiered): Full access to advanced AI reviews, auto-fixes, pentests, and enterprise features (pricing via Aikido contact or dashboard)
Pros
- Fast and accurate: AI understands code semantics deeply for better reviews than traditional tools
- Reduces review fatigue: Automates tedious checks and noise reduction
- Integrated security: Post-acquisition combines quality with vulnerability detection
- Free to start: No credit card required for initial use and trials
- Strong adoption: Backed by Aikido's 100K+ devs and 50K+ orgs trust
- Workflow friendly: No context switching; embeds in existing dev tools
- Continuous improvement: Benefits from Aikido's ongoing AI enhancements
Cons
- No standalone product: Trag functionality now fully absorbed into Aikido; no separate access
- Freemium limits: Advanced features may require paid Aikido plans
- Learning curve for full stack: Unified platform includes security tools beyond pure code review
- Dependency on Aikido: Future updates tied to Aikido roadmap
- Potential false positives: AI reviews can still flag edge cases needing human check
- Integration setup: Requires connecting repos and tools initially
Use Cases
- PR and code review acceleration: Instant AI feedback on pull requests
- CI/CD pipeline enhancement: Automated quality gates before merge
- IDE real-time assistance: Suggestions and fixes while coding in VS Code
- Team code standards enforcement: Consistent quality across large codebases
- Security-quality unification: Combine bug detection with vulnerability scanning
- Developer onboarding: Faster ramp-up with AI-guided best practices
- Legacy code maintenance: Identify anti-patterns and duplicates
Target Audience
- Software development teams: Engineers and teams shipping code frequently
- DevSecOps professionals: Combining quality and security in workflows
- Startups and enterprises: 50K+ orgs using Aikido for scalable reviews
- Individual developers: Needing fast AI assistance without heavy tools
- Security-conscious orgs: Wanting unified code and cloud protection
- AI-adopting teams: Leveraging LLM-native reviews for modern dev
How To Use
- Sign up: Visit aikido.dev and start free (no CC needed)
- Connect repo: Link GitHub/GitLab/Bitbucket for scanning
- Install plugins: Add VS Code extension or CI/CD integrations
- Review code: Open PRs or code in IDE to get AI feedback instantly
- Apply fixes: Use auto-remediations or suggestions directly
- Triage alerts: Let AutoTriage prioritize real issues
- Monitor dashboard: Track quality metrics and security posture
How we rated Trag
- Performance: 4.6/5
- Accuracy: 4.7/5
- Features: 4.8/5
- Cost-Efficiency: 4.5/5
- Ease of Use: 4.7/5
- Customization: 4.4/5
- Data Privacy: 4.8/5
- Support: 4.5/5
- Integration: 4.8/5
- Overall Score: 4.7/5
Trag integration with other tools
- GitHub, GitLab, Bitbucket: Direct repository scanning and PR reviews
- VS Code Extension: Real-time AI feedback while coding
- CI/CD Pipelines: Azure DevOps, GitHub Actions, GitLab CI for quality gates
- Issue Trackers: Jira, Asana, YouTrack for linking findings to tasks
- Collaboration Tools: Microsoft Teams, Slack for notifications and alerts
Best prompts optimised for Trag
- Not applicable - Trag (now part of Aikido) is an AI code review tool that analyzes code automatically in PRs/IDEs/CI/CD; it does not require manual text prompts for generation. It works on uploaded/connected codebases directly.
Trag, now integrated into Aikido Security, delivers powerful AI-native code reviews with deep semantic understanding, auto-fixes, and noise reduction. It accelerates development while unifying quality and security. Free start and strong integrations make it ideal for modern teams, though full power ties to Aikido’s platform.
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About Author
Hi Guys! We are a group of ML Engineers by profession with years of experience exploring and building AI tools, LLMs, and generative technologies. We analyze new tools not just as a user, but as someone who understands their technical depth and real-world value.We know how overwhelming these tools can be for most people, that’s why we break down complex AI concepts into simple, practical insights. Our goal is to help you discover these magical AI tools that actually save your time and make everyday work smarter, not harder.“We don’t just write about AI: We build, test and simplify it for you.”