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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