Rodolfo opens a chat with Claude and writes: "Search Timo for the information I saved yesterday about Timo's features, including the ones in development."
Within seconds, Claude queries Timo via MCP and pulls back: the product architecture, the business model, the launch timeline, the architectural decisions, the design system, the priority influencer list, the roadmap features. Everything that had been discussed in the previous days.
Claude responds with a precise summary, anchored to real and verifiable data. No clarifying questions, no "tell me more," no context recovery.
We start straight from the real work.
Yesterday afternoon I opened a chat with Claude. I wanted to plan Timo's launch. I wrote two lines: "search Timo for information about the product, including what's still in development — I need a general overview."
Thirty seconds later, Claude had reconstructed everything: the nine months of development, the architectural decisions, the 52 technical items closed the week before, the fifteen-day launch timeline, the priority influencer list, the design system, the business model.
I hadn't explained anything to him. I hadn't summarized anything. I hadn't "prepped" the session. He had consulted Timo — the persistent memory I've been using for weeks — and found everything we had talked about.
In two hours of productive conversation, we wrote the spec for a launch package. Without Timo, the first two hours would have gone into recapping the project. Every time I open a chat. For every AI assistant.
This is the difference.
What you read on this site — this article included — came out of that conversation. Without Timo, it would have been another hour of explaining the project from scratch.
— Rodolfo