About Me 👋

Software engineer passionate about AI agents and developer tools.

What I Build

I focus on making AI agents practical, accessible, and powerful:

mindmap
  root((My Work))
    Open Source
      40+ Repositories
      Strands Ecosystem
      DevDuck Agent
    AI Agents
      Autonomous Systems
      Multi-Agent Patterns
      Production Deployments
    Tools & Frameworks
      Model Providers
      Communication
      Robotics
    AWS
      Bedrock AgentCore
      Cloud Architecture

Projects by Impact

🦆 DevDuck

Self-modifying AI agent that hot-reloads its own code. Lives in your terminal, adapts as it runs.

• Hot-reload without restart
• Multi-protocol servers (TCP, WebSocket, MCP, IPC)
• Zenoh P2P networking for agent swarms
• Session recording and replay

Learn more →

🍎 Strands MLX

Apple Silicon model provider with LoRA fine-tuning. Train domain experts on your Mac.

Learn more →

🤖 Strands Robots

Natural language robot control using NVIDIA GR00T and LeRobot. "Pick up the red block" instead of code.

Learn more →

☁️ AgentCore Tools

Self-deploying agents on AWS Bedrock AgentCore. Zero DevOps—agents deploy themselves.

Learn more →

Philosophy

Building blocks, not black boxes

I believe in tools that are:

• Composable - Mix and match freely
• Observable - Know what's happening
• Hackable - Modify to your needs
• Documented - Learn from the code

Writing

• Introducing DevDuck 🦆
• Autonomous AI Agents on GitHub 🤖
• Multi-Agent Patterns 🤝
• Self-Improving Agents 🧬
• DevDuck Swarms 🦆🦆🦆
• Time-Travel Debugging 🎬

Connect

• GitHub: @cagataycali
• X/Twitter: @devcagatay

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Building the future of AI agents, one tool at a time. 🚀