Piped by design

Inspired by the history of Chunokkun — Joseon-era trackers who pursued escaped servants to the end — this engine was built to uphold the operator's conviction: never fully trust the LLM.

The experiment of containing nondeterminism within a hardened boundary — progressively recombined from UNIX primitives such as Atomic Metagate, Data Dispatch, and Multi-Slot CBFD — was completed successfully. The engine's DNA has since become the motif for other engine designs.

This is not a simple AI coding agent — it is an experiment in a "controllable autonomous software construction system." Within a single Phase, 12 Agents verify, correct, and recover each other's output, and the system holds its own balance. Autonomy and control operate together inside the same structure.

The cycles of coordination, validation, repair, and tracking that humans once repeated inside traditional web agency structures now move into a pipeline. The LLM remains not at the center, but only as a constrained proposer, and humans design only the minimum intervention points required for decision and approval.

This engine is not a tool for generating code faster. It is closer to a record of how far an autonomous system can be held in a "controllable state."

The fate of a zero-peer builder will remain harsh — but the integrity of the work survives as a single document.