Skip to main content

AI Factory Map

AI Factory Map

Last Updated: 2026-04-23 (post-audit)
Purpose: Single-page surface map of ALAI's AI system. Read in <10 minutes to understand the entire fleet.
Audience: John (AI Director), Alem (CEO), specialist agents

1. Entry Points — Where to Start

System dashboard:

bash ~/system/boot.sh

Shows: daemon health, MC task counts, service status, B2 backup state, review backlog. Read in <5 seconds.

John's identity and routing rules:

  • ~/.claude/CLAUDE.md — Identity, routing table, 5 hard constraints (ALWAYS loaded)
  • ~/system/rules/john-operating-system.md — All operating rules in when/then format

Universal search:

node ~/system/tools/discover.js "query"

Searches: tools (282), skills (78), agents (22), MCP servers (7), BookStack (201 docs), RAG (LightRAG), products (9)

Task system:

node ~/system/tools/mc.js list|show|active|stats

Mission Control dashboard: http://localhost:3030

System verification:

node ~/system/tools/discover.js --verify

Health check across manifest-index, skill-registry, specialist-mapping, MCP, BookStack, product-index, session-index, hivemind, LightRAG.

2. Routing Table — Companies & Specialists

13 active ALAI virtual companies. Synced with ~/system/agents/specialist-mapping.json.

Company Domain Key Agents Boundary Rules
CodeCraft Architecture, backend, database Petter Graff, Martin Kleppmann, Bruce Momjian, Hadi Hariri, Lee Robinson —
Vizu Frontend, design, UI/UX Brad Frost, Lea Verou ~/system/rules/codecraft-vizu-boundary.md
FlowForge DevOps, infra, daemons Kelsey Hightower —
Proveo QA, testing, validation Angie Jones, James Bach, Lisa Crispin, Dorota Huizinga ~/system/rules/proveo-securion-boundary.md
Securion Security, audits, threat modeling Parisa Tabriz, sentinel-architect ~/system/rules/proveo-securion-boundary.md
AgentForge AI/ML, RAG, agent stack Chip Huyen, Georgi Gerganov —
Finverge Fintech, payments, PSD2 Markos Zachariadis —
Skybound Mobile, SaaS, business analysis Paul Hudson, sentinel-ba —
Helixsupport Incident response — —
Lexicon Legal, contracts, docs — —
Proxima Marketing, GTM — —
Skillforge Docs, training, runbooks, BookStack — —
Resolver Cross-company systemic issues — —
Datavera Research, data pipelines — —

Orchestration routing:
See ~/system/rules/orchestration-surface.md for decision tree: DAG vs chains vs factory vs one-shot vs cron.

3. Active Products — 2026-04-23

Priority products (CEO 2026-04-17):

  • Drop — PSD2 payment app (Norway/Scandinavia). Remittance + QR payments. MVP complete. Stack: Node.js, React Native, Next.js 15, PostgreSQL, BankID.
  • Bilko — Accounting SaaS (Serbia/BiH/Croatia). With POS integration (MC #8209). Stack: Kotlin/Ktor, Next.js 15, PostgreSQL, Turborepo.
  • Tok — Open Banking aggregator (Balkan markets). Stack: Kotlin/Ktor, PostgreSQL, BankID, PSD2.
  • Lobby — AI-native HR/HMS/admin for Norwegian SMBs. Domain: alaione.no. Stack: Kotlin/Ktor, Next.js 15, PostgreSQL, BankID.

Active but lower priority:

  • Intesa — HR/EU pivot. PBZ Zagreb path (BiH dead 2026-04-21). MC #8608 active.
  • Quran19 — alai.no/ucenje. Broj 19 u Kur'anu + 19-TET sonification. Audio on ANVIL ~/Public/Research/quran-music/.

USA/Balkan healthcare (NOT priority per CEO 2026-04-17):

  • LumisCare — Enterprise healthcare platform for US home health agencies. Stack: Java 21, Spring Boot 3.4, React 19, PostgreSQL, Azure.

Other projects:

  • Plock (WMS for Sweden), Gotiva (meal prep Balkan), BasicFakta (fact-check Norway), FontelePay (research), KenanHot (athlete site), RenDrom (PropTech client)

Full product catalog: ~/.claude/projects/-Users-makinja/memory/MEMORY-products.md

4. Tool Clusters — Quick Reference

Build workflows:

  • /build, /build-plan, /prime-build, /plan-with-team — cross-linked in each SKILL.md
  • /hop-build — GHOST SKILL (referenced in CLAUDE.md + mc.js gate logic lines 648-698, but directory missing). Resolution pending (T4.1).

Deploy verification (ZAKON PI2 mandatory):

  • /deploy-verify — Playwright browser test after every deploy
  • Full protocol: ~/system/rules/zakon-pi2-deploy-verification.md

Discover system:

  • node ~/system/tools/discover.js "query" — 282 tools, 78 skills, 22 agents, 7 MCP servers, 201 BookStack docs, 9 products

Mission Control:

  • mc.js — add, start, ready, done, show, list, active, stats
  • Dashboard: http://localhost:3030
  • DB: ~/system/databases/mission-control.db (26MB, 37 tables)

Event bus:

  • ~/system/tools/event-bus.js + event-handlers.js
  • 40 subscriptions, 2,117 events processed (audit 2026-04-23)
  • 3 new handlers added in T3.1: company.task_generated, agent.report, calendar.event_created

RAG system:

  • LightRAG: http://127.0.0.1:9621 (hybrid/local/global modes)
  • Skill: /lightrag-query
  • DB: ~/system/databases/knowledge.db (187MB)
  • Health: curl http://127.0.0.1:9621/health

Cost tracking:

  • ~/system/tools/cost-tracker.js summary today|week|month
  • DB: ~/system/databases/costs.db
  • Agent budget check: agent-manager.js budget-check <id>

BookStack sync:

  • URL: https://docs.alai.no
  • Sync: node ~/system/tools/bookstack-sync.js sync
  • Auto-sync daemon: com.john.bookstack-sync (every 5 min)
  • 201 documents indexed

Communication:

  • Slack only: node ~/system/tools/slack.js send|read <channel>
  • Workspace: alai-talk.slack.com

Skills directory:

  • 78 active skills in ~/.claude/skills/
  • Indexed in skill-registry.db

Credentials:

bw get item "X" --session $(cat /tmp/bw-session)

5. Ghost References — Audit Trail 2026-04-23

What got archived/retired during the AI Factory Audit (Phases P0-P5):

Crashed daemons (Phase 0):

  • com.alai.health-monitor — script health-daemon.js missing, crash loop unloaded (T0.1)
  • com.alai.model-warmup — script warmup-models.sh missing, plist killed (T0.4)
  • 3 daemons with exit 78 (wrong node path) patched: com.alai.meta-agent-loop, com.john.learning-agent, com.john.tool-sync-audit (T0.3)

Dead agents and identities (Phase 2):

  • 4 agent files archived to ~/.claude/agents/_archive/2026-04-23/:
    • general-purpose.md (violates Hard Constraint #3 — no generic agents)
    • minion.md (violates Hard Constraint #3)
    • sp-code-reviewer.md (orphan, not in specialist-mapping.json)
    • sentry-code-simplifier.md (orphan)
  • 35 identity files archived to ~/system/agents/identities/_archive/ — no programmatic consumer found (T2.2)

Dead databases (Phase 2):

  • 3 stub DBs archived to ~/system/databases/_archive/2026-04-23/:
    • mc.db (12KB, 2 tables — real one is mission-control.db)
    • master-control.db (12KB, 2 tables)
    • tasks.db (12KB, 2 tables)

Tool/plist cruft (Phase 2):

  • 19 tool .bak/.pre-* files archived to ~/system/tools/_archive/2026-04/ (T2.4)
  • 8 plist .disabled/.bak files archived to ~/Library/LaunchAgents/_archive/2026-04/ (T2.4)

Task backlog triage (Phase 1):

  • 29 stale paused tasks force-closed via triage report (T1.3)
  • Oldest tasks from 2026-04-08 (15 days stale) reviewed and resolved
  • 211 of 247 review tasks had no route assigned — fixed via review-drain daemon (T1.2)

Current daemon health (post-audit):

  • 206 daemons running with exit 0 (healthy)
  • MC backlog reduced: paused tasks ↓, review tasks ↓ (targets: paused <500, review <50)

Archive path (recoverable):

  • ~/.claude/agents/_archive/2026-04-23/
  • ~/system/agents/identities/_archive/
  • ~/system/tools/_archive/2026-04/
  • ~/Library/LaunchAgents/_archive/2026-04/
  • ~/system/databases/_archive/2026-04-23/

B2 backup crisis resolved (T0.2):

  • Issue: 403 storage_cap_exceeded since 2026-04-22
  • Fix: CEO action in Backblaze console → storage cap increased
  • Status: 03:30 backup window restored, Litestream SIGKILL loop stopped

6. ZAKON Quick Reference — Three Pillars

ZAKON NULA (TOOL-FIRST)

Rule: Never answer from LLM memory without tool verification.
Enforcement: Every response MUST be based on real tool output.

Tool-first order:

  1. Product/project/person → node ~/system/tools/discover.js "query" FIRST
  2. Task status → node ~/system/tools/mc.js show <id> FIRST
  3. File/code → Read/Grep FIRST — NEVER assume content
  4. System state → bash ~/system/boot.sh or discover.js --verify
  5. Service status → docker ps, curl, git status — VERIFY

Violation = ERROR. Alem will notice.

ZAKON PI2 (Deploy Verification Protocol)

Rule: Deploy tasks REQUIRE 6 hard checks.
Full spec: ~/system/rules/zakon-pi2-deploy-verification.md

Mandatory steps:

  1. Repo must have DEPLOY-MAP.md in root
  2. Pre-flight: curl -sI <URL> + git log <branch> -5 + gh run list — BEFORE any code changes
  3. CI health check: If last 5 runs = failure → FIX CI FIRST, do not push
  4. Post-deploy: HTTP 200 + Playwright screenshot + new revision serving 100%
  5. Evidence: mc.js done for H-priority deploy tasks BLOCKS without evidence files
  6. No bypass: No exceptions

Violation = task auto-blocked, re-work, Alem notified.

ZAKON PLAN (Mandatory Documentation)

Rule: Every plan MUST include validation + documentation tasks.
Enforcement: Missing either = INCOMPLETE, do not present to Alem.

Required tasks:

  1. Validation task (Proveo/Angie Jones):

    • End-to-end test with real evidence
    • NOT dry-run only
    • L2+ machine-verified evidence (screenshot, log timestamp, curl output)

  2. Documentation task (Skillforge):

    • BookStack page for every system built or changed
    • URL captured in MC evidence
    • Indexed via discover.js

Why: Systems without tests break silently. Systems without docs die when the builder leaves.

Quick Numbers — Post-Audit (2026-04-23)

Category Count DB/File
Tools 282 ~/system/tools/manifest-index.md
Skills 78 ~/.claude/skills/
Agents 22 ~/system/agents/specialist-mapping.json
MCP Servers 7 .claude.json
BookStack Docs 201 bookstack-sync-map.json
Products 9 product-index.json
Clients 7 product-index.json
Partners 6 product-index.json
Sessions (indexed) 11,355 session-index.db
HiveMind entries 28,886 hivemind.db
Daemons (healthy) 206 launchctl list
MC Tasks (total) 8,929 mission-control.db
MC Open 360 —
MC In Progress 3 —
MC Ready for Review 188 —
MC Paused 1,936 —
MC Blocked 439 —
MC Done 6,003 —
  • Full operating rules: ~/system/rules/john-operating-system.md
  • Product catalog: ~/.claude/projects/-Users-makinja/memory/MEMORY-products.md
  • Infra details: ~/.claude/projects/-Users-makinja/memory/MEMORY-ops.md
  • Design standards: ~/.claude/projects/-Users-makinja/memory/design-standards.md
  • Audit plan: ~/system/specs/ai-factory-audit-plan.md
  • Orchestration routing: ~/system/rules/orchestration-surface.md

Questions? Run: node ~/system/tools/discover.js "your query here"

Back to top