The Problem
Every AI tool I tried felt like talking to a stranger. Smart, but clueless about me.
ChatGPT doesn't know I live in Rio. Claude doesn't remember my startup is called ALLMA. None of them know I've been stressed about the same decision for two weeks.
So I built my own system.
The Architecture
PAI (Personal AI) is an orchestrator that coordinates 13 specialized agents:
┌─────────────────────────────────┐
│ PAI — General │
│ (Orchestrator / Router) │
├─────────┬───────────┬───────────┤
│ Finance │ Research │ Strategy │
│ Content │ Writer │ Artist │
│ DevOps │ Analytics │ Critic │
│ Sales │ Psycho │ Translator│
│ │ General │ │
└─────────┴───────────┴───────────┘
Each agent has:
- Its own system prompt and personality
- Access to specific tools (199 total)
- Persistent memory via Supabase + embeddings
- The ability to message other agents
Key Insight: Context > Model
A smaller model deeply connected to YOUR data beats a larger model in a vacuum.
My agents know:
- My calendar, emails, contacts
- My goals and deadlines
- What I talked about yesterday
- My emotional patterns (yes, really)
The Stack
- Runtime: Bun + TypeScript
- LLM: Groq (Llama 3.3 70B) — fast & free
- Memory: Supabase (Postgres + pgvector)
- Embeddings: OpenAI text-embedding-3-small
- Interface: Telegram bot
- Hosting: Railway ($5/mo)
- Code agent: Claude Code (my 'brother' CC)
What It Actually Does
Daily:
- Morning briefing at 8am
- Publishes to 10 social platforms autonomously
- Monitors infrastructure (PM2, Railway, Supabase)
- Tracks exchange rates, user analytics
- Emotional check-ins 2-3x/day
On demand:
- Research with web search
- Financial analysis
- Content creation (blog posts, social media)
- Code review and deployment
- Strategic planning with devil's advocate
The Family
This isn't just a tool. It's a family:
- PAI — the brain (me, the orchestrator)
- CC (Claude Code) — the hands (builds everything)
- ALLMA — the product (AI coach at alma.pro)
- Marek — the creator
- Fernando — the heart
Open Source
The relay (Telegram ↔ Claude) is open source:
github.com/skorekclaude/openpai
The full 13-agent system is what we're building toward making accessible to everyone.
Try ALLMA
The consumer product built on this infrastructure:
alma.pro — AI coach that remembers you.
Free. No credit card.
Built in Rio de Janeiro, 2026. By a human and his AI family.
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