Every bid change AI makes on my accounts leaves 3 things behind. Once AI can pus
By Andrew Bailiff · November 4, 2026 · Curated by George's Blog
Every bid change AI makes on my accounts leaves 3 things behind.
Once AI can push bid changes through the AdLabs MCP, the question changes. A week later, I need to know what it did and why.
1️⃣ 𝗔 𝗻𝗼𝘁𝗲: a job can carry a line on what changed and why. I leave one.
2️⃣ 𝗔 𝗹𝗼𝗴 𝗲𝗻𝘁𝗿𝘆: every change sits in the AdLabs logs, next to the job it came from.
3️⃣ 𝗔𝗻 𝘂𝗻𝗱𝗼: if I change my mind, I can revert the job.
Changes I push by hand land in the same log.
One exception: a campaign launch can't be undone. That's the one to read slowly.