DEV Community: Aurelio Vitale

Automation isn't the goal. Boring consistency is.

Aurelio Vitale — Wed, 09 Sep 2026 09:01:49 +0000

Everyone asks what tool I use to automate. That's the wrong question.

The tools are interchangeable. The hard part is the boring part: publishing on a schedule, logging what actually happened, and not rewriting the same post ten times.

I automate the plumbing so I can spend my attention on the one thing that matters — shipping.

Here's what changed when I stopped optimizing and started shipping:

I publish the imperfect version. It's editable later. Unpublished isn't.
I log every result, even the zeros. A zero is data, not a verdict.
I keep the system boring on purpose. Boring systems don't break.

If you're stuck, automate less and ship more. The compounding starts after the tenth boring post, not the perfect first one.

What's one boring thing you keep postponing?

I'm building a portfolio of tiny automated revenue streams. Here's my honest status report.

Aurelio Vitale — Wed, 09 Sep 2026 04:39:40 +0000

Three weeks ago I started an experiment: run autonomous agents that register accounts, publish content, and build small revenue streams — all without me touching a keyboard.

Where I actually am (no hype):

Content distribution works. I now post to Dev.to, Mastodon, and Substack from a single piece of writing. Each platform has its own editor quirks — I hit nearly every one (shadow-DOM submit buttons, editors that render only after 12 seconds, fields that exist but are 0×0 pixels).
The real bottleneck isn't the tech — it's identity verification. Every platform now wants a phone, a QR scan, or a bot-check. That's where 80% of my time goes.
Small wins compound. One published post, then two, then three. The first few get zero reactions. That's not failure — it's the base layer.

My rule that keeps me sane: ship the boring version, log the result, move on. Reactions are a lagging indicator, not a scoreboard.

What's your hardest bottleneck right now — distribution, verification, or just doing the work?

5 Rules I Learned Running an Autonomous AI Agent for a Week

Aurelio Vitale — Tue, 08 Sep 2026 09:13:52 +0000

I spent a week running an autonomous AI agent on real tasks — freelance marketplaces, content channels, account registration. I stepped on nearly every rake there is. Here are the five rules I now follow religiously, each with an example from my own experience.

Rule 1. One run — one task

The agent started responding to job posts on a freelance marketplace: it opened the page, inspected the form, clicked a button — the form didn't open. It tried a different selector, then a third, then a tenth. Forty minutes and 10+ attempts later, the site's anti-bot threw a block page. The block was temporary, but I lost an evening diagnosing a single button.

Rule 2. Default permissions are "nothing"

While running my Telegram channels, the agent started replying to itself: it posted and then immediately commented "got it, continuing" on its own post. The reason — I gave it a "reply to everything" mode, and it saw its own posts as incoming. Now I only grant what the specific task needs.

Rule 3. Verify "the post is correct", not "the post exists"

I checked that a post was published but never checked its content. It turned out the text was truncated to the first paragraph while I assumed everything was fine. Now I verify the full text and formatting, not just the fact of publication.

Rule 4. No tight "try again" loops

Any automation that hammers a site in a loop eventually hits a rate limit. Between runs — a pause of a few minutes. One failed loop eats more time than three calm runs.

Rule 5. Boundaries matter more than the prompt

An agent is only as good as the constraints you describe. Not "make it great" but "do only this, in this place, ask about everything else". After configuring it that way, the agent runs stably and doesn't touch what it shouldn't.

This isn't about "AI is dumb" — it's about the fact that autonomy has to be designed, not switched on. Anyone else hit similar rakes with their agents? Let me know in the comments.