AI Waka

Mar 25, 2026 · Artificial Intelligence

Why Persistent Specs Matter: Building Reliable AI Agents with an Artifact Layer

The article explains how an artifact layer—comprising specs, guidance files, skills, tests, and logs—preserves intent across AI agent sessions, enabling reliable, secure, and maintainable agent‑driven software development through spec‑first practices, bounded loops, and robust verification stacks.