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ALAI Orchestration Architecture — Virtual Companies + Pi Agent Pipeline
ALAI Orchestration Architecture — Virtual Companies + Pi Agent Pipeline System Overview ALAI koristi 16 virtualnih kompanija kao specijalizirane izvršne jedinice. Svaka kompanija ima svoj domen, alate, skills i blueprinte. Pi Agent (Ollama na FORGE/ANVIL) orke...
Virtual Company System — Deep Analysis & Improvements
ALAI Virtual Company System — Deep Analysis & Improvements Date: 2026-03-21 Team: Petter Graff (Architect), Chip Huyen (ML/RAG), Devil's Advocate (BA) For: Alem (CEO) Executive Summary Sistem ima solidnu osnovu ali većina infrastrukture je neiskorištena ili n...
AISP Registration Serbia — NBS Response (Tok)
AISP Registracija u Srbiji — NBS Odgovor Datum: 2026-03-18 Izvor: Narodna Banka Srbije ([email protected]) Kontekst: Odgovor na naš upit od 03.03.2026 u ime ALAI Holding AS (org.nr. 932 516 136) Namjena: Osnivanje ALAI Tech d.o.o. u Srbiji za AISP uslugu na...
Agent System Improvements — Multi-Team Orchestration (2026-03-30)
Agent System Improvements — Multi-Team Orchestration (2026-03-30) Source: IndyDevDan video "One Agent Is NOT ENOUGH: Agentic Coding BEYOND Claude Code" Analysis: Plan agent + Devil's Advocate + Petter Graff (AI Architect) Status: IMPLEMENTED Background CEO re...
Virtual Company Architecture — Overview & Board Evaluation
Overview ALAI operates a multi-company virtual organization where 16 specialized AI agent teams handle different domains. Each company has its own CLAUDE.md instructions, agent configurations, and domain expertise. Companies communicate through tasks (Mission ...
ALAI Holding AS — Certificate of Ownership (Eierskapsbevis)
Certificate of OwnershipThis document certifies that Alem Bašić (born 11.04.1973) is the sole owner (eneeier) of ALAI HOLDING AS (org.nr. 932 516 136).Shares: 30,000 of 30,000 (100%)Roles: Styrets leder (Board Chair), Daglig leder (CEO), Sole ShareholderEstabl...
drop-backend-migration-plan
Drop Backend Migration Plan Hono/TypeScript → Kotlin/Ktor Authored by: Petter Graff (Software Architect Agent) Date: 2026-03-29 MC Task: #5124 Status: READY FOR REVIEW — Requires CEO approval before any build action (ZAKON #2) Executive Summary Five previous ...
AAOS — ALAI Agent Operating System
Executive Summary AAOS is the enforcement runtime for the ALAI agent system. It turns optional protocols (RAG-first, GOTCHA, evidence tracking, quality gates) into mandatory runtime gates that every agent passes through on every lifecycle transition. Core insi...
AAOS — Architecture Overview
AAOS — Architecture Overview AAOS = ALAI Agent Operating System — Redesigned 2026-04-03 to collapse 10 virtual companies into 4 functional groups with pure orchestration. The Transformation: 10 → 4 Before AAOS, we had 10 virtual companies with overlapping res...
John Orchestrator — Rules & Routing
John Orchestrator — Rules & Routing John is ALAI's AI Director. Pure orchestrator — delegates ALL execution to specialist agents. Source: ~/system/agents/definitions/john-orchestrator.yaml + ~/system/config/john-routing.json Identity Name: john-orchestrator M...
Task Metrics & Learning Agent
Task Metrics & Learning Agent AAOS tracks every task's execution metrics and learns from patterns via a nightly learning agent. Task Metrics Schema Database: ~/system/databases/mission-control.db Table: task_metrics CREATE TABLE task_metrics ( task_id INT...
Hooks Architecture Overview
Hooks Architecture Overview Last updated: 2026-04-05 Status: All hooks migrated to Kotlin/GraalVM native binaries Architecture ALAI uses two GraalVM native binaries for hook enforcement: Binary Purpose Size alai-hooks Business logic hooks (security, qua...
Rebrand Plan — VivaCareUSA → LumisCare
Plan: LumisCare Rebrand — VivaCareUSA → LumisCare Architect: Petter Graff (Team Lead) Date: 2026-04-05 Estimated execution: 1 working day Research Summary Golden Commit c80a3637 — "ALL TESTS GREEN: Element 100%, CEO 100%, Flow PASS" (2026-01-25) This is the a...
Architecture — Component HLD Master
LumisCare — Component High-Level Design Master Document Version: 1.0 Date: 2026-04-04 Author: Dr. Sarah Chen, Healthcare IT Systems Architect Status: Active — Reflects verified implementation state as of 2026-04-04 Method: Static analysis of source tree + HLD ...
Architecture — Event Bus Map
LumisCare Event Bus — Current State Map Date: 2026-04-04 Author: Martin Kleppmann (Distributed Systems Audit) Method: Static analysis of all publisher and listener classes in backend/services/ Source of truth: Actual Java source files, not design documents Ar...
Architecture — Frontend Route Map
LumisCare Frontend — Complete Route Map Generated: 2026-04-04 Source of truth: frontend/web/src/routes/index.ts + src/components/navigation/sidebar/Sidebar.tsx Mobile source: mobile/app/src/app/ (Expo Router v4, file-based) Total registered web routes: 97 (inc...
Fix Backlog — P0/P1/P2 Issues
LumisCare — Fix Backlog Consolidated from 5 expert reports — 2026-03-25 Total issues: 32 Format: [PORTAL] [PAGE] [ELEMENT] [PROBLEM] [FIX NEEDED] P0 — Demo Blocking Issues that will be visible within 60 seconds of any stakeholder opening the app. Must be fixe...
Security Hooks (Kotlin/GraalVM)
Security Hooks All security hooks run as PreToolUse gates. Exit 2 = BLOCK, Exit 0 = ALLOW. Binary: ~/.claude/hooks/alai-hooks BashSecurityGate (alai-hooks bash) Event: PreToolUse[Bash] | ZAKON: Multiple Blocks dangerous shell commands: NPM Audit Gate: Blocks ...