03 / 04 · Sistema de agentes · 2026 — hoyruns every day

Pancho

My personal agent system, designed as a product: one source of truth, daily rituals and an agent that runs on a server. It is how I work.

Pancho
Sistema de agentes
  • Claude Code
  • Obsidian
  • Node.js
  • Docker
  • Caddy
  • n8n
  • Telegram Bot API
The problem

Who remembers what happened on Tuesday?

Ten projects, a job, a studio and an AI that starts every session with no memory. The context lived in my head and in scattered chats, and every agent I asked for help started from scratch. I wanted a system that held the context for me, without turning me into its administrator.

For whom → me, and the agents I work with
Decisions
  1. 01
    One source of truthA plain-text vault, versioned, read by people and agents alike.
  2. 02
    Rituals instead of featuresA morning briefing, an evening close, a weekly review: cadence, not willpower.
  3. 03
    An agent that lives on a serverIt runs on its own, with the PC off, and talks to me over Telegram.
  4. 04
    One method for every repoEvery work session opens and closes reading and writing the same state.
Resultruns every day
Before
Scattered context: every session started from zero
After
A system that runs every day and holds the context of all my projects.
60consecutive days
9repos running the kit
3rituals

It changed my role: less code by hand, more defining what to build and directing agents. This portfolio was built that way.

What it is

Pancho is how I think about and operate software with AI today. An Obsidian vault, versioned in git, is the single source of truth for my projects, work and life, read by people and agents alike. An agent runs on a server with fixed rituals (a morning briefing, an end-of-day close, a weekly review) and a watchdog that alerts exactly once when something breaks. A methodology kit, installed in nine repos, opens and closes every work session reading and writing that state. I designed it as a product with a demanding user: me.

My role

System design, operation and methodology