Chengwu Tech Stack

Aug 16, 2026 · R&D Management

Why AI's 'Done' Isn't Delivery: The Evidence Plane Architecture

This article introduces the Evidence Plane architecture, arguing that AI agents' completion claims must be backed by independently verifiable evidence—including code diffs, test reports, security scans, approvals, and production metrics—organized through Evidence Contracts, automated verification, and traceable evidence bundles to enable trustworthy AI-driven software delivery.