AI, e-commerce, SEO/GEO and tech leadership. Real stories from real projects, written without the fluff.
8 min read41% of software companies run MCP servers in production and the protocol now lives at the Linux Foundation. I built my own — here is what nobody tells you before handing them to an agent.
July 20, 2026
6 min readA statute is an idea; the data tell you what it actually became. An agentic system that cross-references every public database — law, cadastre, statistics, archives — to understand reality by analysing the data, not the opinions.
June 23, 2026
5 min readPersonal thoughts after a day spent building — articles, a manifesto, a page, even a team of automated fixes — at double speed. The lesson: producing isn’t the problem anymore. Deciding is.
June 23, 2026
7 min readUnder pressure I gave up my sacred Git+CI workflow for instant deploys. AI made the shortcut rational. Here is what I learned — and what scares me.
June 23, 2026
5 min readThe law is full of contradictions and gaps. Here is why I built a knowledge graph to surface them — to fix and document them — and how to do accountability on public data, with explicit ethical guardrails.
June 23, 2026
6 min readThe graph visualization is a door, not the product. The real asset is the knowledge graph of relations + the network of MCP connectors: a universal tool, and a bridge toward a new generation of open data.
June 23, 2026
5 min readThe Constitution and seven codes (criminal, civil, procedure, road, consumer, insurance): ~6,445 articles ingested one by one, with ELI identifiers and 86,672 authoritative amendment relations from Normattiva. Here’s the method, the numbers and the real limits.
June 17, 20265 min readFrom the EU Publications Office bulk dump (56,292 acts) I extracted and linked thousands of European statutes — regulations, directives, decisions — to the Italian-law graph, with CELEX and ELI. Here’s the method, the real numbers and what’s still missing.
June 17, 20267 min readThe Italian Chamber and Senate publish great open data but with two different ontologies (OCD and OSR): surname, legislature, dates and relations are modeled in incompatible ways. Here are the problems — and how we solved them building a single graph.
June 17, 2026I've always written, usually for myself. This blog is my attempt to bring it out: honest notes on AI, e-commerce, SEO and product, no fluff. Some pieces come from real projects, others from things that simply caught my curiosity.
— Giulio, founder