← All work

Second brainMy own system · runs every day

Twenty years of messages. I ask them in plain words.

Telegram, email, notes, calendar, Drive, meeting recordings and AI sessions flow into one base. It updates every two hours, and profiles of people and projects build themselves.

Built it myself: source collectors, a base with search by meaning, relationship graphs, profiles, a morning briefing and a Telegram bot.

Second brain

One question, two ways to find the answer

Example on demo data
The usual way
  • Try to remember where it came up: a chat, an email or a call
  • Scroll through six months of messages
  • Piece the decision together from three places
Second brain

I ask out loud, the way I'd ask a person: "what did we agree with the contractor?" The answer has the decision, what's still open, and links to the meeting and the chat it came from.

Voice or textAnswer with a source linkWhat's still open

How the base finds an answer

01Links instead of folders

People, projects, meetings and emails are linked in a graph. A question about a person walks through their links: deals, recent chats, meetings, decisions. The answer draws on several sources at once.

02Raw data stays untouched

Chats, emails and notes go into the base as is, read-only. Everything derived lives in a separate layer: profiles, indexes, a dashboard. A synthesis error never touches the source.

03Newer beats older

Every source has a date. If a profile is from spring but everything changed in a chat yesterday, the answer goes with yesterday and says plainly where the base disagrees.

What runs every day

Seven sources, one base
Seven sources, one base
Graph of the system's code
Graph of the system's code
257,000+ records
257,000+ records
The answer arrives in Telegram
The answer arrives in Telegram
A pipeline every two hours

New chats, emails, notes and meetings land in the base on their own.

Morning briefing

Meetings, urgent tasks and stuck projects, from real data only.

Profiles with no manual work

For people and projects: history, status and open questions.

Telegram bot

Ask by voice or text from anywhere, get a plain-text answer.

Search by meaning

Finds a note even when you no longer remember the exact words.

My own hardware

The base lives on my own server, not in someone else's cloud.

Shall we discuss your task?

Half an hour of conversation: I'll look at the task and tell you honestly whether AI is needed here and where to start. No presentations and no 40-slide proposals.