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Ideas for better organizational AI

Practical, sourced guidance for teams building reusable AI knowledge and workflows.

August 28, 2026Sheila Morris

What is multiplayer AI?

Multiplayer AI is the shift from one person prompting one assistant. Starting with multiple team members collaborating with an agent, and rapidly headed toward AI agents powered by multiple models that work across whole teams: reading shared context, joining conversations, and pursuing organisational goals. Complete multiplayer AI also coordinates the agents themselves, through shared contexts, connections, workflows, and guardrails.

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August 28, 2026Sheila Morris

How to build an enterprise-ready agent on Cloudflare

To build an enterprise-ready agent on Cloudflare, split it across two planes. Cloudflare's runtime plane (Workers, Workflows, AI Gateway) handles execution, durability, and model access. A capability plane such as Oi holds the agent's knowledge, credentials, guardrails, and audit trail. The agent code itself keeps no credentials, no prompts, and no policy.

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