Aug 10, 2026 · R&D Management

AI-Native R&D OS Architecture: Codex, Temporal & MCP for End-to-End Delivery

This article details the technical architecture of a company-level AI R&D delivery platform V1.0, positioning it as an AI-native operating system that orchestrates Codex agents via Temporal workflows, connects enterprise systems through an MCP gateway, enforces quality via deterministic CI gates, and ensures full traceability from requirements to production incidents.

AI R&D PlatformAgent OrchestrationCodex

0 likes · 22 min read

AI-Native R&D OS Architecture: Codex, Temporal & MCP for End-to-End Delivery

Chengwu Tech Stack

Aug 9, 2026 · R&D Management

Beyond Codex: Building an Enterprise AI R&D Delivery Platform

The article argues that companies using Codex need an enterprise AI R&D delivery platform integrating project management, stage workflows, Codex as execution engine, MCP for system connectivity, Skills as standardized methods, and quality gates with human approvals to achieve auditable, traceable, and reversible delivery.

AI R&D PlatformCodexMCP

0 likes · 17 min read

Beyond Codex: Building an Enterprise AI R&D Delivery Platform