space · systems

Systems and processes

The wiring: what ties people, agents and data into one piece of work.

what it is assembled from

a task a person states it in ordinary words
sources the system decides where to go for the facts
the work part of the process runs without a person
a check the result comes back to whoever is answerable
memory what was found stays with the team, not in one chat

the same skeleton under every circuit we build

Automation, agents and integrations are not a separate service. They are properties of the system: how it finds context, uses tools and carries work through to a result somebody can check.

work

2026

Telepath

Telegram in Claude, ChatGPT, Grok and AI agents

A hosted MCP service: a separate archive per account, sign-in over OAuth, reachable from Claude, ChatGPT, Grok and any agent that speaks MCP.

see the work

telegram
account archive
MCP
assistant

a message reaches the assistant with nobody forwarding it

2026

An agent system for support

systemAI agentsautomation

The agent gathers context from tickets, production flows, analytics and logs, prepares the analysis and keeps what it learned for the team.

see the work

a task
investigation
knowledge
shared memory
the next analysis

a case once worked through returns into the team’s work

rules

A circuit, not a bot the system is built around a person’s work, not instead of it.
Evidence a conclusion rests on sources; what the data does not show is not claimed.
Memory a case once worked through stays with the team and makes the next one faster.
A person at the end an outward action is confirmed by a person — architecture, not caution.

A circuit always has a window people come in through.

bots