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AI Workflow Lab

Where I break things to learn how they actually work.

AI AgentsLLMsAutomationPythonWorkflows

Ongoing

Experiments

Many

Things Broken

More

Things Learned

Lab

Status

The Story

This isn't a product. It's a lab. I'm actively experimenting with AI agents, multi-step reasoning chains, workflow automation, and the kind of systems that can actually do useful things without constant human hand-holding. Some of it works. Some of it spectacularly doesn't. The goal is to understand how production AI workflows are actually built — not the tutorial version, but the version that handles weird edge cases, rate limits, and the occasional completely unhinged model output.

What it does

  • Multi-agent workflow orchestration experiments
  • Document processing and extraction pipelines
  • LLM prompt engineering and chain optimization
  • Exploring real-world production AI patterns