lab-factory

Automated webnovel production runs multiple novel projects simultaneously by spawning independent sub-agents that manage the entire lifecycle from design to deployment without manual intervention.

A gate-based creative writing pipeline enforces strict quality stages including design, drafting, fact-checking, and committee evaluation, ensuring automated feedback loops correct errors before deployment.

Yes, multiple novel projects are managed independently within a unified workspace through sub-agent fan-out, ensuring strict gate-keeping and recursive error correction are isolated per project.

Iterative quality control loops for large-scale creative writing are set up by applying automated pipeline enforcement across stages like diagnose, readthrough, factcheck, polish, and eval.

Parallel orchestration supports high-throughput webnovel generation by automatically spawning independent sub-agents to manage multiple novel boxes from initial design through committee evaluation.

Automated serial webnovel pipelines require strict gate-based workflows and recursive error correction, meaning any stage failure triggers feedback loops that must resolve before progressing to deployment.