AI-Powered Intelligence

Meet Your AI Development Partners

Experience the future of software development with our intelligent AI agents. Get expert guidance, code analysis, and legacy migration support to accelerate your projects.

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Jump straight into a conversation with our AI Development Assistant. Get instant help with code analysis, architecture decisions, and development guidance.

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Instant Responses

Intelligent AI Agents

Two specialized agents designed to enhance your development workflow and provide actionable insights.

CONVERSATIONAL AI
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AI Development Assistant

Code analysis, architecture guidance, and development assistance

Technological Innovation

  • Streaming responses with adaptive bandwidth optimization
  • Multi-provider LLM support (OpenAI, DeepSeek, Anthropic)
  • Session persistence with conversation history
  • Circuit breaker pattern for fault tolerance

Real-time Code Analysis

Get instant feedback on code quality, security vulnerabilities, and performance optimizations.

Architecture Guidance

Receive expert recommendations on AI/ML architecture and system design patterns.

Multi-Language Support

Support for Python, JavaScript, Java, C#, C++, and more modern languages.

Chat with Dev Assistant
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Legacy Migration AI Agent

Expert guidance for modernizing legacy systems, migration planning, and seamless code transformation.

Legacy Code Analysis

Comprehensive analysis of legacy codebases with identification of technical debt and migration challenges.

Migration Strategy

Step-by-step migration roadmaps, risk assessment, and technology stack recommendations.

Code Transformation

Automated refactoring suggestions and modernization patterns for legacy to modern architecture.

Open Migration Platform
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Code Analysis AI Agent

AI-powered security and quality analysis that keeps your services hardened and performant.

OWASP Top 10 Coverage

Identifies OWASP Top 10 vulnerabilities including XSS, SQL injection, and insecure configurations.

Performance & Technical Debt Insights

AI-powered suggestions for improving code performance and reducing technical debt.

Quality & Maintainability Scoring

Comprehensive tracking of code quality, complexity, and maintainability scores.

Open Code Analysis
VS CODE EXTENSION
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VS Code Security Analyzer

Hybrid static + AI analysis inside VS Code that surfaces security issues and code quality risks while you type.

Real-time Secure Coding Guardrails

Inline alerts for CWE-pattern vulnerabilities, misconfigurations, and secrets.

AI Remediation Suggestions

One-click fixes and code actions powered by AI-generated patches.

Framework-Aware Analysis

Understands Express, Django, Spring, and other frameworks for precise findings.

Install the VS Code Extension
IDE Integration

VS Code Security Analyzer Extension

A production-grade VS Code extension combining static analysis with AI-powered insights for comprehensive code security

Advanced Techniques & Architecture

Hybrid Analysis Engine

Static Rule-Based Analysis

Pattern matching engine with 50+ CWE rules covering OWASP Top 10 vulnerabilities

AST-Based Analysis

Deep code parsing using TypeScript Compiler API for accurate vulnerability detection

LLM-Powered Insights

Context-aware analysis using OpenAI/DeepSeek for complex vulnerability patterns

Data Flow Analysis

Taint Analysis

Tracks data flow from sources (user input) to sinks (dangerous operations) to detect injection vulnerabilities

Control Flow Graphs

Builds execution paths to identify unreachable code and logic vulnerabilities

Sanitizer Recognition

Identifies validation and sanitization functions to reduce false positives

Framework Detection

Multi-Framework Support

Specialized analyzers for Express.js, Django, Spring Boot, Laravel, Flask, and Ruby on Rails

Framework-Specific Sources & Sinks

Identifies framework-specific dangerous patterns (e.g., Django's mark_safe, Express's res.send)

Configuration Analysis

Detects insecure framework configurations and missing security headers

Performance Optimizations

Incremental Analysis

Only re-analyzes changed code sections for sub-second response times

Caching Layer

Redis-based caching for analysis results with intelligent invalidation

Priority Queue

Prioritizes analysis of actively edited files over background scans

Key Features

50+ Security Rules

Comprehensive coverage of CWE patterns including SQL injection, XSS, CSRF, path traversal, and insecure deserialization

Real-time Diagnostics

Instant feedback with inline diagnostics, code actions, and quick fixes directly in your editor

AI-Powered Fixes

Automated code fixes with context-aware explanations and security best practices

Configurable Rules

Customize severity levels, enable/disable rules, and configure framework-specific settings

Detailed Reports

Comprehensive vulnerability reports with severity ratings, CWE references, and remediation guidance

Backward Compatible

Seamless integration with existing static analyzers and CI/CD pipelines

Technical Stack

Core Technologies

  • TypeScript: Type-safe extension development with VS Code API
  • TypeScript Compiler API: AST parsing and code analysis
  • OpenAI/DeepSeek: LLM-powered vulnerability analysis
  • Redis: High-performance caching layer

Engineering Features

  • Incremental Analysis: Optimized for real-time feedback as you code
  • Caching: Results stored for quick retrieval and reduced re-analysis
  • Queue System: Prioritized tasks ensure smooth IDE performance
  • Telemetry: Performance monitoring for continuous improvement
Request Extension Access

Currently in beta. Contact us for early access and enterprise licensing.

Why Choose Our AI Agents?

Built with enterprise-grade security, performance, and scalability in mind.

Real-time Conversations

Engage in natural conversations with context-aware AI agents that remember your project details.

Continuous Learning

Our agents continuously improve through machine learning and adapt to your development patterns.

Enterprise Security

Built with zero-trust architecture, end-to-end encryption, and compliance with industry standards.

Frequently Asked Questions

Everything you need to know about our AI agents

Frequently Asked Questions

Ready to Accelerate Your Development?

Join thousands of developers already using our AI assistants to write better code, make smarter architectural decisions, and ship faster.

Development Assistant

Get instant code reviews, architecture guidance, and development best practices.

Start Coding Session

Legacy Migration Agent

Get expert guidance for modernizing legacy systems and planning migrations.

Start Migration Planning
AI Development Tools: Code Analysis, Security Scanner & Legacy Migration | Jokalala | Jokalala