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

A Unified Engineering Platform

Four pillars of intelligence working together to help you ship faster and more reliably.

Living Documentation & Knowledge Management

Make docs an invisible, always‑fresh byproduct of every commit—no more stale README files or forgotten code comments.

One‑click generation of missing or outdated docstrings.
Staleness detection via Merkle-hash comparison.
In-UI editing and 'blessing' of AI-generated docs.
Automated PR sync for all documentation changes.

Deep Codebase Intelligence

Surface architectural, dependency, and change‑impact insights that typically require senior engineers and weeks of manual analysis.

AST-driven structural analysis and Merkle-tree fingerprinting.
Interactive call-graph and architecture diagrams.
Semantic diff & PR impact reports with 'blast radius' visuals.
Dashboards for documentation coverage, complexity, and hotspots.

Developer Productivity Accelerators

Embed AI‑powered superpowers directly into your daily workflow—so you spend less time searching, and more time shipping.

Natural-language Q&A for your entire codebase.
AI-driven 'Refactor Radar' to detect complex/duplicated code.
One-click test case generation and gap analysis.
In-context mini-previews on symbol hover.

Operational & Runtime Intelligence

Extend intelligence beyond code at rest—correlate architectural change with runtime behavior, deployments, and incidents.

Deployment impact analysis between any two commits.
Automated, human-readable release notes from PR data.
Error triage assistant: paste a stack trace, get full context.
Bridge the gap between your code and its production behavior.

Built for Modern Engineering Teams

Onboard Engineers

50% faster onboarding

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

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

Accelerate PRs

3x faster reviews

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

>Automated summaries
>Impact analysis
>Test generation

Improve Architecture

40% less tech debt

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

>Architecture visualization
>Complexity insights
>Refactoring suggestions

Debug Faster

60% faster debugging

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

>Stack trace analysis
>Root cause detection
>Fix suggestions

Monitor Performance

Real-time insights

Connect code changes to runtime performance with intelligent monitoring.

>Performance correlation
>Change impact
>Optimization hints

Scale Teams

Unlimited scale

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.

Ready to Get Started?

Join the waitlist for early access to Helix