Twenty Hours of Not Asking the Hard Questions

Commentary2 min readPublished 2026-03-03AI Primer

Source: @aiedge_

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@aiedge_ spent a weekend with Perplexity Computer and came back with "The Ultimate Guide" — a 10-minute read declaring it objectively better than OpenClaw and recommending you switch. The piece has everything: a "Work Order" prompt template, a Bloomberg-style dashboard prompt, token-saving tips, and the obligatory "follow me for more" outro.

What it doesn't have is a single failed workflow.

Twenty-plus hours of testing, and every example ships perfectly. Every prompt works. Every screenshot looks like a finished product. That's not a review — that's a demo reel. The most useful thing any tool guide can tell you is where the tool breaks, because that's where your actual decisions live. Instead, we get setup instructions and prompt templates, which is fine as far as it goes. It just doesn't go where it matters.

The security section is particularly telling. Perplexity Computer gets persistent access to your Gmail, Slack, Notion, and Google Drive — and the article's take on security is essentially "well, OpenClaw has prompt injection risks." That's like saying you should leave your front door unlocked because your back door has a dodgy hinge. Both are real concerns. One of them involves handing a $200/month cloud service the keys to your entire professional life.

And those dashboard prompts at the end — the "Bloomberg-style terminal," the "alpha news dashboard" — look terrific in screenshots. But looking like Bloomberg and being reliable like Bloomberg are separated by roughly forty years of data infrastructure and a very different error tolerance. Nobody in the piece asks: how accurate is the aggregation? What happens when it hallucinates a source? If you're using this for financial research, those aren't edge cases. They're the whole game.

The core observation is sound: managed agentic tools trade money for convenience, self-hosted ones trade time for control, and running both covers your bases. That's a useful two-sentence insight wrapped in a lot of enthusiasm that never quite gets around to the due diligence.

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