AI Services / Development Tools
AI That Understands Your Entire Codebase
From code navigation to automated PR review, UI generation, and documentation. AI tools that make your engineering team 3× more productive.
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Services
Six AI Tools, One Workflow
AI Code Intelligence
Semantic search, instant navigation, and AI-powered answers about any part of your codebase, with full context awareness.
Automated PR Review
AI reviews every pull request for bugs, security issues, performance problems, and style violations before humans see it.
AI UI Generation
Describe UI in natural language, get production-ready components. Supports React, Vue, Tailwind, and any design system.
AI Documentation
Auto-generate and keep-in-sync API docs, README files, inline comments, and architecture diagrams from code.
Test Generation
AI writes unit tests, integration tests, and E2E test suites with high coverage. Identifies edge cases humans miss.
Dependency Intelligence
AI monitors, audits, and auto-upgrades dependencies. Detects breaking changes, security CVEs, and license issues.
Platform Capabilities
Built for Real Engineering Teams
Multi-Language Support
Works with TypeScript, Python, Go, Java, Rust, C++, Ruby, and 30+ other languages. Full AST-level understanding.
IDE Integration
Native plugins for VS Code, JetBrains, Neovim, and Cursor. Works where your engineers already live.
Codebase-Wide Context
AI maintains context across your entire repository, not just the open file. Understands imports, dependencies, and data flow.
Security Scanning
Every commit scanned for OWASP Top 10, dependency CVEs, secrets exposure, and compliance violations.
CI/CD Integration
Hooks into GitHub Actions, GitLab CI, CircleCI, and Jenkins. AI gates run before every merge.
Team Learning
AI adapts to your team's patterns, naming conventions, and architectural decisions. Gets smarter with every PR.
Process
From Zero to Productive in Hours
Connect Your Repository
Install our GitHub/GitLab app or run the CLI installer. We index your codebase in under 10 minutes using semantic chunking.
- —GitHub/GitLab/Bitbucket support
- —10-minute initial indexing
- —Incremental updates on every push
- —No code leaves your infrastructure (on-prem option)
IDE Plugin Installation
Developers install the plugin in their preferred IDE. Zero configuration, it auto-discovers the repository and user settings.
- —VS Code, JetBrains, Cursor, Neovim
- —One-click install from marketplace
- —Auto-configuration
- —Team settings sync
AI Onboarding
AI ingests your coding standards, architecture docs, and PR history to understand your team's conventions.
- —Standards document ingestion
- —PR history analysis
- —Naming convention learning
- —Architecture pattern recognition
Active Development
Developers get real-time AI suggestions, code navigation, and automated review on every PR.
- —Real-time inline suggestions
- —Semantic code search
- —Instant PR review reports
- —Automated test generation
Continuous Improvement
The AI learns from accepted/rejected suggestions and team feedback to improve accuracy over time.
- —Feedback loop from PR approvals
- —Accuracy metrics dashboard
- —Monthly model fine-tuning
- —Custom rule configuration
Before vs After
The Measurable Difference
Technology
Best-of-Breed Stack
Code Analysis
- Tree-sitter, AST parsing
- LLVM
- ctags
- Semantic
AI Models
- GPT-4o
- Claude 3.5 Sonnet
- Codestral
- DeepSeek Coder
IDE Integrations
- VS Code Extension API
- LSP
- JetBrains SDK
- Neovim API
CI/CD
- GitHub Actions
- GitLab CI
- CircleCI
- Jenkins
- Buildkite
Security
- Semgrep
- Snyk
- SAST
- DAST
- SCA
FAQ
Common Questions
Get Started
Ready to 3× your engineering velocity?
Join engineering teams already shipping faster with AI that understands their entire codebase.