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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...
T6 — Petter Graff master synthesis
ALAI Holding AS — Chief Architect Master Synthesis MC #10357 T6 | Petter Graff, Lead Architect Date: 2026-04-30 | Status: FINAL --- SECTION 1: EXECUTIVE SUMMARY (CEO read-first, 60 seconds) What you have: A sophisticated single-machine AI orchestration system ...
T1 — Resolver routing audit
Resolver - Cross-Company Routing Audit (MC #10357 T1) Date: 2026-04-30 22:00 Trigger: Manual (CEO directive) Auditor: Resolver meta-company --- 1. CURRENT ROUTING TOPOLOGY Agent-to-Company Mapping (specialist-mapping.json) Total agents mapped: 28 agents ac...
T2 — Kleppmann distributed systems audit
Distributed Systems & Data Layer Audit (MC #10357 T2 — Martin Kleppmann) Auditor: Martin Kleppmann (DDIA) Date: 2026-04-30 Scope: ALAI orchestration data plane — kernel, tool scripts, SQLite stores Method: Read-only file inspection + sqlite3 queries against li...
T3 — Anthropic agent layer audit
Anthropic SDK + Agent Loop Audit (MC #10357 T3) Lens: Anthropic Chief AI Architect (Krieger / Kaplan / Cherny / MCP-team composite). Layer scope: Claude Code Task-tool sub-agent dispatch surface, hooks, prompt caching, tier routing, ZAKON #28 max-depth, dispat...
T4 — OpenAI vendor lock-in audit
Vendor-Diverse Perspective + Lock-in Audit (MC #10357 T4) Author: OpenAI Chief Architect (composite Brockman / Chen / Huet lens) Subject: ALAI Holding AS — vendor coupling, multi-provider readiness, OpenAI-equivalent gaps Date: 2026-04-30 Method: Read-only ins...
T5 — Kelsey DevOps fleet audit
DevOps + Observability + Fleet Health Audit (MC #10357 T5) Auditor: Kelsey Hightower (T5 — DevOps, Platform Engineering) Date: 2026-04-30T22:02Z Method: Read-only. All data pulled from disk: `launchctl list`, `daemon-fleet-status.json`, log files, plist config...
Mutual NDA Template v1
GJENSIDIG TAUSHETSERKLÆRING / MUTUAL NON-DISCLOSURE AGREEMENTVersjon / Version: 1.0Dato / Date: 2026-05-01Jurisdiksjon / Jurisdiction: Norge / NorwayNO: GJENSIDIG TAUSHETSERKLÆRING1. Parter / PartiesPart 1:Navn: ALAI Holding ASOrg.nr: 932 516 136Adresse: Ilemo...
Retainer Contract Template v1
AI Services Retainer AgreementVersion: 1.0 | Date: 2026-05-01 | Jurisdiction: NorwayOverviewThis retainer agreement establishes the commercial framework for ongoing AI services delivery to clients. The agreement includes:Monthly retainer model (40-80K NOK per ...