Declarative AI: Build Custom AI Agents from a Single Prompt published a report detailing 6 weeks of training and hacking of 1,000+ agents on Hugging Face.

Our meta-agent programmatically generates AI agents by decomposing complex tasks into atomic steps executed by low-cost LLMs. Pipeline orchestration—traditionally expensive and brittle to build by hand—is automated and created on demand. The system compounds: factories build factories, driving down marginal cost while improving accuracy and scale. This architecture enables the rapid deployment of thousands of task-specific agents.