The Intelligence Layer for Your Codebase

Helix is an AI-native engineering platform that creates living documentation, surfaces deep architectural insights, generates and executes test cases and refactors, and connects your code to its runtime behavior.

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What does UserService do?

Live, Up-to-Date Docs

Auto-generated and updated

# UserService

Authentication & user management

## Methods

• login(email, password)

• register(userData)

• updateProfile(id, data)

Dependencies

Interactive graph

Code Analysis

Quality insights

Quality Score

—

Coverage

—

Complexity—

Quick Actions

Common tasks

Generate README

Update docs

Find dependencies

Analyze changes

Performance

Real-time metrics

0.3s

Response time

99.9%

Uptime

1.2M

Queries

Built for Modern Engineering Teams

Onboard Engineers

Navigate legacy codebases with AI-explanations and interactive dependency graphs.

>Interactive code tours
>AI-powered explanations
>Dependency visualization

Accelerate PRs

Automate review with AI summaries, impact analysis, and test generation.

>Automated summaries
>Impact analysis
>Test generation

Improve Architecture

Visualize dependencies and get insights on complexity to reduce tech debt.

>Architecture visualization
>Complexity insights
>Refactoring suggestions

Debug Faster

Trace errors through your codebase with AI-powered root cause analysis.

>Stack trace analysis
>Root cause detection
>Fix suggestions

Monitor Performance

Connect code changes to runtime performance with intelligent monitoring.

>Performance correlation
>Change impact
>Optimization hints

Scale Teams

Maintain code quality and consistency as your engineering team grows.

>Quality gates
>Best practices
>Team coordination

How it Works

1. Structural Analysis

Helix's Rust-based engine parses your codebase to build a Merkle-hashed dependency graph—your verifiable architectural fingerprint.

2. Semantic Indexing

Every function, doc, and commit is embedded into high-dimensional space, enabling lightning-fast, context-aware search.

3. RAG-Powered Agents

Helix agents blend vector search with on-the-fly LLM reasoning to answer complex questions and explain behavior.

4. Continuous Intelligence

From automated refactoring to test generation, Helix continuously evolves your codebase with intelligent insights.

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