Pillar 05 · PLATFORM TRUTH CHECKS

Paid Media Reality

What the platform dashboards hide once creative, inventory, attribution, and cash timing enter the same room.

spend discipline 2 articles Published verdicts

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Every article in this cluster.

05 · Paid Media 14 min

How to install Meta Ads CLI, connect it to Claude, Codex, or ChatGPT, and use it safely with read-only checks and approval-gated writes.

Meta Ads MCP is the AI connector layer; Meta Ads CLI is the terminal/developer layer.

Approved

05 · Paid Media 12 min

Meta Ads MCP, AI connectors, and ads CLI are here. The operator edge is an optimization vault with approval-gated writes.

Meta announced Meta ads AI connectors in open beta in late April 2026.

Approved