In Testing

Illuminate Your AI Development

Byte Lens transforms the black box of AI-assisted software development into a source of actionable intelligence. Get comprehensive insights into your team's AI usage, costs, and productivity patterns.

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Comprehensive Intelligence Layer

Move beyond passive analytics to proactive, AI-driven insights that help teams plan, manage, and execute their work.

Daily Developer Insights
AI-generated personal daily digests that analyze your coding activity, identify productive periods, and suggest areas of focus for continuous improvement.

Key Features:

  • •Personalized productivity pattern analysis
  • •AI-powered focus recommendations and time optimization
  • •Code quality trends and improvement suggestions

Team Pulse Analytics
Manager-focused team summaries that synthesize activity from multiple developers to identify cross-cutting trends, tools usage, and project momentum.

Key Features:

  • •Cross-team collaboration insights and bottleneck identification
  • •Tool usage analytics and adoption tracking
  • •Project momentum indicators and velocity metrics

Vector Search & RAG
Natural language search across all your development data with semantic understanding, powered by vector embeddings and retrieval-augmented generation.

Key Features:

  • •Semantic code search with natural language queries
  • •Context-aware retrieval from development history
  • •RAG-powered insights with source attribution

Multi-Model LLM Gateway
Unified interface supporting Claude, GPT, Gemini, and local models with secure API key management and intelligent routing for optimal performance.

Key Features:

  • •Multi-provider LLM support with automatic failover
  • •Secure API key management and rotation
  • •Intelligent model routing based on query complexity

Built for Scale & Performance

Modern, decoupled architecture designed to handle high-throughput data ingestion and real-time analytics.

Rust Backend
High-performance core built with Actix-Web for unparalleled speed, memory safety, and excellent concurrency support.

Technical Specifications:

  • •Actix-Web framework with async/await support
  • •Memory-safe concurrency with zero-cost abstractions
  • •High-throughput data processing with minimal latency

Performance Benefits:

Sub-millisecond response times with 99.9% uptime

Integration: RESTful APIs with WebSocket support for real-time updates

Vector Database
Qdrant-powered semantic search enabling intelligent discovery of patterns across your entire development history.

Technical Specifications:

  • •Qdrant vector database with HNSW indexing
  • •Multi-dimensional embeddings for semantic similarity
  • •Scalable storage with automatic sharding

Performance Benefits:

Millisecond search across millions of code snippets

Integration:

AI Analysis Engine
Advanced prompt engineering with Llama 4 Scout for generating actionable insights from raw development telemetry.

Technical Specifications:

  • •Multi-model LLM integration with prompt optimization
  • •Context-aware analysis with historical data correlation
  • •Automated insight generation with confidence scoring

Performance Benefits:

Real-time analysis with intelligent caching

Integration:

Get Started When We Launch

Designed for small to medium-sized tech teams (5-50 developers) and engineering managers.

1

Connect Your Tools

Integrate with VS Code, GitHub, and your existing development workflow through our secure OAuth2 authentication.

2

Configure AI Models

Add your preferred LLM API keys with support for multiple providers and automatic failover capabilities.

3

Start Getting Insights

Receive your first daily digest within 24 hours and begin exploring team analytics through the web portal.

Ready to Transform Your Development Intelligence?
Join the waitlist to be among the first to experience Byte Lens when it launches.