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AI-Native Development

Building real systems with AI - from autonomous agents to generated codebases

Python Ollama Cursor Claude Code LLM Tool-Calling
AI

AI isn't a feature we added, it's how we build. Since 2024, AI generation has been central to our development workflow:

  • Autonomous developer framework - Tool-calling system for local LLMs, work queues, retrospectives, multi-framework round-robin with 13 prompt templates.
  • Long-running generation - Evolved from early loop-based generation to sophisticated multi-step pipelines that write, test, and iterate code autonomously.
  • 50+ AI-generated applications - Web games, 3D apps, and utilities generated across multiple pipelines with varying levels of manual refinement.
  • Cursor & Claude Code - Production use across all active projects.
  • Enterprise adoption - Practical experience bringing AI tooling into professional development workflows.

The result: a portfolio where AI is the method, not the product.