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CAPABILITY · AUTOMATION

Automation as an observable system

Useful automation has states, filters and a human where needed.

Event, detection, processing, decision, action, monitoring. Listeners, parsers, asynchronous systems, long-lived processes. I automate the repeatable stretch; I leave judgment where judgment costs less than the error.

01

Visible workflows

A state you can name is a workflow you can repair.

02

Real time when it matters

WebSockets, listeners, execution under a latency constraint — only if the problem asks for it.

03

Observability

If you cannot see the path, you do not have automation: you have a hope.

The architecture

  1. 01 Event
  2. 02 Detection
  3. 03 Processing
  4. 04 Decision
  5. 05 Action
  6. 06 Monitoring

Technologies

  • Python
  • asyncio
  • Telethon
  • WebSockets
  • systemd

Projects

Services built on this capability

Have something that needs to become real?

Tell me the starting point: a problem, an idea, a process or a brand. You don’t need a perfect brief — just know what needs to change.

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