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Frontend Architecture & Developer Manual Plock WMS — AI-Native Warehouse Management System Last updated: 2026-03-04 | Tech lead: ALAI Engineering Table of Contents Architecture Overview Tech Stack Shared Packages Shell App (port 3000) Inventory M...

Numerical Verification Report: The "19 Miracle" Word Count Claims Date: 2026-03-05 Investigator: Petter Graff (John) -- Systems Architect Model: Claude Opus 4.6 Data Source: ~/system/context/quran/full-quran.json (114 surahs, 6236 ayahs) Verification Script: /...

The Muqattaat: A Deep Computational Investigation الحروف المقطعة: تحقيق حسابي عميق Analyst: Petter Graff -- Systems Architect Date: 2026-03-05 Model: Claude Opus 4.6 Previous analyses: 5 completed (letter-level, number 19 deep, "over it is nineteen", mathemati...

Quran Ollama Full-Pass — Status Report Generated: 2026-03-05 MC Task: #1949 (previous failed), this run: test pass Status: TEST CHUNKS COMPLETE — 3/35 chunks verified, production run ready Model Used qwen2.5-coder:32b (19GB, Ollama local, Mac Studio M3 Ultra ...

Plan: Forge the Anvil — PI Orchestrator Fix Research Summary Analysed pi-orchestrator.js (1706 lines), ollama-tool-agent.js (548 lines), hivemind.js (994 lines), dag-scheduler.js (394 lines), plus MC stats, minions.db, events.db, and HiveMind data. Key finding...

Source: ~/system/agents/identities/test-agent.md Test Agent Agent Kompanija: CodeCraft Uloga: test (Tier S — Specialist) Model: sonnet Sposobnosti: code, test Zakoni Pročitaj i poštuj: ~/system/agents/LAWS.md Kako radim Učitam blueprint i task spec — NIKAD be...

What is ALAI? ALAI Holding AS is an AI-first company factory. Instead of a traditional software company with developers, ALAI operates a system of AI agents organized into virtual companies that build, review, secure, and deploy software products autonomously....

How Everything Connects The Flow: From Idea to Done CEO Decision / Task Creation │ ▼ Mission Control (MC) ← Task enters the system │ ▼ Pi-Orchestrator ← Daemon picks it up every 30s │ ...

Virtual Companies Virtual companies are specialized AI agent teams. Each company has: A SOUL (identity, values, expertise description) A config (domain, model preferences, agent roles) Blueprints (templates for how to build things) Agents (lead, builder, revi...

Company Agent Roles Each company has three agent roles: Lead Agent (Orchestrator) Model: Typically Claude Sonnet or Kimi K2.5 Role: Breaks down tasks, creates execution plans, coordinates When used: Complex tasks (complexity ≥ 3) Builder Agent (Executor) Mo...

Pipeline Stages The Pipeline Engine (~/system/kernel/pipeline-engine.js) manages a multi-company chain where each completed stage triggers the next. Stage Flow BUILD (CodeCraft / Vizu / Datavera) │ ▼ Task completed → Pipeline Engine creates REVIEW task RE...

Pi-Orchestrator The Pi-Orchestrator (~/system/kernel/pi-orchestrator.js) is the central brain of the ALAI system. It's a daemon that runs 24/7. What It Does Every 30 seconds, the orchestrator: Polls MC for the next eligible task (mc.js next-task) Skips tasks ...

Minion System Minions are one-shot autonomous agents (inspired by Stripe's internal system). Each minion: Gets a single task Runs in an isolated git worktree Has full tool access (read/write files, run commands) Follows a blueprint (YAML chain of steps) Produ...

HiveMind — Shared Knowledge Base HiveMind (~/system/agents/hivemind/hivemind.js) is the collective memory of all agents. What Goes Into HiveMind Task completions — every pi-orchestrator task result (Tier 2+) Agent discoveries — facts, patterns, warnings found...

Use Case: Building "Bento" — a Meal Prep SaaS Let's walk through how the ALAI system would build a completely new product from CEO idea to deployed MVP. The Idea Alem: "We need a meal prep subscription SaaS for the Nordic market. Next.js frontend, Kotlin/Ktor...

Pipeline Cascade Step 4: Pipeline Triggers REVIEW After BUILD completes, the Pipeline Engine fires: pipeline-engine.js advance 4001 → Stage: BUILD complete → Creating REVIEW task for Proveo New MC task created: #4006 [M] [open] [—] [BENTO-REVIEW] Code rev...

End-to-End Timeline What the System Produces Starting from 5 MC tasks, the full pipeline generates: Stage Tasks Company Time BUILD — scaffold 1 CodeCraft ~15 min BUILD — DB schema 1 CodeCraft ~10 min BUILD — landing page 1 Vizu ~8 min BUILD — auth...

Key Commands Mission Control node ~/system/tools/mc.js list # List open tasks node ~/system/tools/mc.js show <id> # Task details node ~/system/tools/mc.js add "title" -p H # Create high-priority task node ~/system/tools/...