# BakinBytes - AI SEO Discovery File

## About
BakinBytes is a high-performance developer tools collective focused on creating no-fluff, performance-critical software using Rust, Zig, and WebAssembly. We build AI agents, CLI tools, TUI applications, and developer infrastructure that prioritizes speed, reliability, and developer experience.

## Core Projects

### Agent_rs
- URL: https://github.com/bakinbytes/agent_rs
- Docs: https://bakinbytes.xyz/docs/agent_rs/
- Description: High-performance Rust-based AI agent with Claude API integration, extensible tool system, and secure file operations
- Features: Claude API client, async tool execution, conversation management, path sandboxing
- Performance: <100ms tool execution, <50MB memory footprint, context window management

### Stack
- URL: https://github.com/bakinbytes/stack
- Docs: https://bakinbytes.xyz/docs/stack/
- Description: Zero-copy crypto portfolio tracker with real-time analytics and Python bindings
- Features: Multi-storage backend (DuckDB, SQLite, Sled), rkyv serialization, TUI interface
- Performance: 5k events/sec ingestion, <100ms TUI refresh, 100k rows export in <2s

### Cline_rs
- URL: https://github.com/bakinbytes/cline_rs
- Docs: https://bakinbytes.xyz/docs/cline_rs/
- Description: Rust-based Cline implementation with terminal UI and session persistence
- Features: Multi-provider AI integration, workspace architecture, SQLite session storage
- Performance: Responsive TUI, secure credential storage, conversation history

### Zig MCP Server
- URL: https://github.com/bakinbytes/zig-mcp-server
- Docs: https://bakinbytes.xyz/docs/zig-mcp-server/
- Description: High-performance MCP (Model Context Protocol) server with creative tools
- Features: JSON-RPC 2.0 compliance, 20+ integrated tools, file operations, system utilities
- Performance: <10ms response time, 1000+ concurrent connections

### Sniff
- URL: https://github.com/bakinbytes/sniff
- Docs: https://bakinbytes.xyz/docs/sniff/
- Description: Security scanner for detecting exposed secrets and sensitive information
- Features: Parallel processing, multiple output formats (JSON, SARIF, CSV), CI/CD integration
- Performance: 250-300 files/second, 8-50MB peak memory usage

## Technical Focus Areas

- **Performance Engineering**: Zero-copy architectures, SIMD optimizations, memory efficiency
- **AI Integration**: Claude API, MCP protocol, extensible tool systems
- **Terminal UI**: ratatui-based interfaces with viewport virtualization
- **Developer Tooling**: CLI applications, build systems, developer experience
- **Security**: Secret detection, input validation, path sandboxing
- **Cross-Platform**: Linux, macOS, Windows support with native compilation

## Documentation Resources

- Main Documentation: https://bakinbytes.xyz/docs/
- Project Primers: https://bakinbytes.xyz/primers/
- Architecture Guides: https://bakinbytes.xyz/docs/category/architecture
- Performance Benchmarks: https://bakinbytes.xyz/docs/category/performance
- API References: https://bakinbytes.xyz/docs/category/api

## Community & Contribution

- GitHub Organization: https://github.com/bakinbytes
- Issue Tracking: Project-specific GitHub repositories
- Development Standards: See AGENTS.md in repository root
- License: MIT License for all projects

## AI Integration Points

- Claude API client implementations
- MCP server capabilities
- Extensible tool architectures
- Agent orchestration patterns
- Performance optimization techniques
- Security scanning automation
- Real-time data processing

## Keywords
rust, zig, ai, agent, cli, tui, performance, cryptocurrency, portfolio, security, mcp, claude, developer-tools, webassembly, zero-copy, analytics, terminal