Bootstrapping Coding Agents: The Specification Is the Program
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. Improving an agent means improving its specification; the implementation is, in principle, regenerable at any time.
| Authors | Martin Monperrus |
|---|---|
| Primary category | cs.SE |
| Published | 18 March 2026 |
| Last updated at source | 18 March 2026 |
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