Trag

Trag

Trag is an AI code-review assistant that turns your team’s coding standards into executable, auto-run review rules using NLP and retrieval-augmented generation. It hooks into every PR to surface issues instantly, so dev teams ship cleaner code faster.
AI code reviewautomated code review toolGitHub code review botGitLab merge request checkernatural-language lint rulesCI/CD code quality gateteam coding standards automationpull-request code analysis

Features of Trag

Write review rules in plain English—no YAML or regex required
Understands project structure, dependencies and patterns; catches circular refs, dead imports, etc.
Auto-triggers on every PR and posts human-like comments in real time
One-click GitHub & GitLab apps—install the bot and it reviews every pull/merge request instantly
Local CLI for instant feedback before you even push
Works with every major language in one unified setup
Share rule libraries across the team with role-based access
Dashboards show code-health trends and exactly where to pay down tech debt

Use Cases of Trag

Pre-review every PR automatically to stop bugs before they hit main
Turn a Slack message like “never log secrets” into an enforced rule in seconds
Add a quality gate to your CI/CD pipeline with zero config
Enforce one coding standard across dozens of repos
Onboard new devs: the bot coaches them on your style while they code
Spot logic flaws, duplicated code and perf smells that linters miss
Open-source maintainers keep contributions clean on the free tier
Mid-size & enterprise teams centralize standards and cut technical debt

FAQ about Trag

QWhat is Trag?

Trag is an AI code-review assistant that converts your team’s natural-language rules into automated checks that run on every pull request.

QWhich platforms does Trag integrate with?

GitHub and GitLab. Install the Trag app and it starts reviewing PRs/MRs immediately.

QDo I need to write code or config files to create rules?

No—just type “don’t log sensitive data” (or any plain-English guideline) and Trag enforces it.

QWhat languages are supported?

All mainstream languages; one setup covers poly-repo, poly-language codebases.

QIs there a free plan?

Yes—open-source projects use Trag free forever. Paid plans start at $300 per repo; enterprise pricing is custom.

QCan I run Trag locally?

Absolutely. The CLI gives instant feedback on your laptop so you fix issues before pushing.

QHow is Trag different from traditional linters?

Linters rely on fixed syntax rules; Trag understands context across files and versions, catching logic, redundancy and security issues that syntax tools miss.

QWho should use Trag?

Individual devs, fast-growing teams, open-source maintainers—anyone who wants consistent, automated code review without extra manual work.

Similar Tools

CodeRabbit AI

CodeRabbit AI

CodeRabbit AI is an AI-powered code review and planning platform that automatically analyzes pull requests on platforms like GitHub and GitLab to provide context-aware feedback and improvement recommendations for developers, helping teams boost development efficiency and code quality.

Rytr AI Writer

Rytr AI Writer

Rytr is an AI-powered writing assistant that gives you 40+ copy templates, 30+ languages and 20+ tones to churn out original marketing copy, social posts and blog drafts in seconds.

Ragas

Ragas

Ragas is an open-source framework for automating the evaluation, monitoring, and improvement of Retrieval-Augmented Generation (RAG) system performance, helping developers implement repeatable, scalable, and systematic assessments.

Sweep AI

Sweep AI

Sweep AI is an AI coding assistant designed for JetBrains IDEs and GitHub workflows. Using natural-language commands, contextual code completion, and automated code changes, it helps developers speed up coding and automate everyday development tasks.

GitLoop AI

GitLoop AI

GitLoop AI is an AI-powered codebase assistant that helps developers search, understand, and analyze code using natural language. It offers code generation, review, explanations, and other tools to help developers work more efficiently on everyday tasks.

O

OpenRAG

OpenRAG is a Retrieval-Augmented Generation (RAG) framework that gives teams structured building blocks for document ingestion, search and workflow orchestration—so you can ship knowledge Q&A and rapid prototypes faster.

R

RAG Engine AI

RAG Engine AI is an enterprise-grade knowledge platform powered by retrieval-augmented generation. It unifies scattered documents, databases, and other unstructured data, then turns them into chatbots, auto-reports, and other AI apps that boost knowledge-management efficiency and decision support.

Twill AI

Twill AI

Twill AI is a cloud-based coding agent platform that automates coding, testing, and fixes via AI agents and generates pull requests for human review, designed to noticeably boost engineering team productivity.

Reflag

Reflag

Reflag is an automation platform focused on TypeScript feature flag management, designed to help development teams reduce maintenance burden and boost development efficiency. Through automated feature flag management, AI workflow integrations, and deep collaboration tools, it provides a secure, efficient solution for safe feature releases and iterative development for modern engineering teams.

T

TruLens

TruLens is an evaluation and tracing framework for Agent and LLM/RAG apps. It logs every step, turns quality into metrics, and lets teams compare experiments to keep improving retrieval and generation pipelines.