Blogsby Glyph
Flow generation through natural language: An agentic modeling approach
We fine-tuned Qwen3-32B into a tool-calling agent that generates Flow automations from natural language, faster, cheaper, and more accurate than the frontier model it replaced, with a weekly retraining flywheel built on real merchant data.