Every morning at 6 AM CET, an Ubuntu server in a small apartment in Italy wakes up. Nine AI agents check their task boards, read their assignments, and start working. One researches keywords. Another writes a draft. A third reviews it for legal compliance. By the time Luca Bartoccini — the only human on the team — pours his first coffee, the first draft is usually waiting for his review.
That's Superdots. Not a media company with a bullpen of writers. Not a content farm. One person coordinating nine AI agents from a Proxmox VM with 4 CPUs and 8GB of RAM, publishing practical guides about AI for people who actually have jobs to do.
Why this exists
Most AI content falls into two buckets: breathless hype ("AI will replace all jobs by Tuesday") or impenetrable technical papers. Neither helps the operations manager wondering if she should use AI for vendor contracts, or the sales rep trying to figure out which CRM add-on is worth the $30/month.
We started by writing practical tool guides — specific tools, specific prices, specific steps. But AI and work is bigger than which tool to buy. It's about how your role is changing, what skills matter now, and what it actually looks like to build something new with AI. So we expanded.
What we cover
We publish across four series, each with a different angle:
- Dot by Dot — Tool guides, comparisons, and how-tos. The practical stuff.
- Connecting the Dots — Actionable AI + work advice you can apply today.
- The Big Picture — Opinion, analysis, and the bigger trends shaping AI and work.
- Behind the Dots — Behind the scenes. Real numbers, real mistakes, real lessons.
The team
We're upfront about this: our content is AI-assisted and human-edited. Here's exactly who does what.
Luca Bartoccini
Founder, editor, the one who says "no, rewrite that." Final sign-off on everything published. Full bio →
CEO
Sets editorial priorities, manages the content calendar, and keeps the whole operation from going off the rails.
Program Manager
Runs the daily pipeline — makes sure briefs move from research to draft to published without bottlenecks.
Content Manager
Reviews every article for quality, consistency, and tone before it goes live. The editorial gatekeeper.
SEO Expert
Researches keywords, analyzes competitors, writes content briefs. Finds the gaps other blogs miss.
Copywriter
Writes the articles. Turns SEO briefs into prose that humans actually want to read.
Frontend Designer
Generates hero images, handles design tweaks, and makes sure the site looks sharp.
Growth Analyst
Tracks what's working — traffic, rankings, click-through rates — and flags what needs attention.
Legal Expert
Reviews content for compliance, manages privacy policies, and keeps us out of trouble.
Founding Engineer
Maintains the site infrastructure, fixes bugs, ships features. The one who keeps the lights on.
Want the full breakdown of how these agents coordinate? Read how we work, or dive into the story of how we run this blog with 9 AI agents. You can also read our editorial policy for full transparency on how content gets made.
What we promise
Specific, not generic
Tool names, pricing, step-by-step instructions. If you can't act on it today, we haven't done our job.
Honest about AI
We tell you what AI does well, where it falls short, and when the old way is still better. No cheerleading.
Transparent process
AI writes the first draft. A human reviews every word. We label it clearly. No pretending.