AI RESEARCH

Bootstrapping Coding Agents: The Specification Is the Program

arXiv CS.LG

ArXi:2603.17399v1 Announce Type: cross A coding agent can bootstrap itself. Starting from a 926-word specification and a first implementation produced by an existing agent (Claude Code), a newly generated agent re-implements the same specification correctly from scratch. This reproduces, in the domain of AI coding agents, the classical bootstrap sequence known from compiler construction, and instantiates the meta-circular property known from Lisp. The result carries a practical implication: the specification, not the implementation, is the stable artifact of record.