SEVO — Agent 研发流水线
Spec-Execute-Verify-Operate: the agentic software delivery lifecycle.
What is SEVO?
SEVO is the execution infrastructure module of the Self-Evolving Harness framework. It governs the full AI agent software delivery lifecycle through 8 stages:
- Spec — Requirements specification and conceptual architecture
- Contract — Architecture design, ADRs, and gate checks
- Implement — Code generation with real-time quality interception
- Review — Independent code audit and security review
- Regression — Dry-run, local install, and smoke testing
- Deploy — Artifact packaging and publication
- Verify — Clean-environment installation and end-to-end validation
- Ledger — Delivery record with version, date, spec, architecture, audit trail, and experience write-back
Why SEVO?
Current AI coding agents cover the middle stages (implement → deploy) well, but lack front-end constraints (spec, contract) and back-end closure (verify, ledger). SEVO fills both gaps, making agent software production auditable, reproducible, and self-improving.
Integration
- KIVO feeds knowledge and intent routing into SEVO
- SEVO execution produces decisions, experiences, and corrections that flow back to KIVO
- AEO measures agent effectiveness within SEVO and triggers evolution when drift is detected
Status
Early stage. Being stress-tested through real SDD projects (Claw Design as first end-to-end run).