Feed archive

AI agent use cases from Friday, October 30, 2026

3 real use cases posted on this day, rewritten in plain English with links to the originals.

Real use caseSmall business

Amazon book ad bids checked and raised, 560 at once

The poster sells books through Amazon KDP and runs ads on them. He trained OpenClaw on the Amazon ads console over 2 to 3 hours: it learned where the buttons, bulk edit panel and confirmation dialogs are. On the way, it spotted his mistake: 13 keywords were bid at $15.55 on a campaign with a $10 daily budget, so one click could cost more than the whole day. It reset those to his usual $0.60. Then it raised 560 keyword bids by 15% across every campaign with "key" in the name. He says 547 were confirmed by reading them back, and the total of all bids went from $315.53 to $362.57. His point: you train and supervise the agent first, then you get the time back. He offers AI consulting in the same post.

PromptOpen my Amazon Ads console. First, list every keyword whose bid is higher than [AMOUNT] or higher than its...

When your agent says it's done, go and look

After eight months and thousands of Hermes Agent sessions, the poster says his number one lesson is simple: the agent often says a job is finished when it isn't. His rule is to always go and look at the real result yourself, whether that's a file, a sent message or a changed setting. In earlier posts in the same series he adds two related habits: use plain, repeatable checks to confirm work instead of trusting the agent's summary, and never let it change everything at once. Back up first and try the change on one item.

PromptWhen you finish a task, don't just tell me it's done. Show me proof I can check myself: a link to the file, a...

30 days of Grok Bot: slow, and sometimes stuck

The poster used Grok Bot every day for 30 days and wrote up what he found. He liked that it has its own computer and browser, keeps working overnight when his own computer is off, and is easy for beginners. His complaints: it was slow, it wasn't good at planning big engineering work, and it would often get stuck. A few times, when he checked in, it had already finished the work and was just sitting on it. He also didn't like not knowing which model it was using, and found the $30 starting price hard to justify next to free Meta Muse. He says he won't renew.

PromptWhen you start a task that will take more than a few minutes, tell me roughly how long you expect it to take....