Manifesto
Things nobody tells you
in an alignment meeting.
The manifesto and everything that came out of it: AI, agents, automation, and why LATAM keeps leaving money on the table. Published here first, shared on LinkedIn after.
The Manifesto
The long document everything else comes from. AI, automation, and why LATAM is leaving money on the table.
Read →An agent without states is an employee who can only recite the catalog
A single customer message with three tasks inside it is enough to break almost any bot. What is missing is not a better model: it is an information base and states.
The report nobody wants to build is the one that keeps the account
The data's already in Meta's API, and people are still copy-pasting it into Excel. What actually retains a client isn't the dashboard, it's showing up on time.
A misdesigned MCP is a map you hand to whoever finds it first
Wiz reported active exploitation on MCP servers this week. The real problem isn't the flaw, it's treating security as something you bolt on at the end.
Why I publish here first
A LinkedIn post has a 48-hour shelf life. After that Google can't find it, no model cites it, and nothing is left. So I flipped the order.
Does this sound like a process of yours?
I write this from real projects. If something here resonates, tell me about it on a 30-minute call.