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Applied AI·September 1, 2026·1 min read

Meta is switching to Slack because it says it's better for AI agents

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Meta treating Slack as an AI agent substrate — not just chat — is a strong signal that collaboration tools are becoming orchestration layers for bots. If you’re building internal agents, pick platforms with open APIs and mature ecosystems, because your “chat app” choice is now an automation architecture decision.

Applied AI

Closing an Azure OpenAI assistant's retrieval gap didn't take a new identity platform. It took one filter and a narrower assistant.

An Azure OpenAI agent that passed every eval yet leaked files a user couldn’t open — fixed by a single filter and narrower scope — is a reminder that most “AI security” failures are product decisions, not model flaws. Before buying new identity stacks, teams should tighten assistant roles, retrieval filters, and access checks in their existing pipelines.