How a solo mortgage professional and an AI agent built a complete business operating system — CRM, LOS, marketing automation, compliance engine, trading bot, and 16 production websites — from scratch.
A multi-layer architecture connecting AI reasoning, business logic, data persistence, and external services — all orchestrated by a single autonomous agent.
Claude Opus 4 running on OpenClaw with persistent memory, 26 scheduled automations, sub-agent spawning, and multi-channel I/O. The agent maintains its own memory files, standing rules, and learned behaviors across sessions.
Claude Opus 4 OpenClaw 200k ctxSupabase PostgreSQL with Row Level Security, 40+ tables spanning CRM, LOS, People Hub, listings, drip campaigns, trading, and analytics. Service-role key for agent access, anon key for frontend auth.
Supabase PostgreSQL RLSMicrosoft Graph API for Outlook email (10K/day capacity), Google Workspace for Gmail, Telegram bot, native macOS iMessage via AppleScript. Real-time email monitoring via webhook subscriptions.
Graph API Telegram iMessage26 cron jobs handling email monitoring, drip campaigns, rate scraping, listing ingestion, compliance checks, trading, CRM sync, and proactive outreach. Mix of 15-minute intervals and daily/weekly schedules.
OpenClaw Cron Python Bash16 production websites on Netlify with full SEO optimization (JSON-LD schema, OG tags, sitemaps), WCAG 2.2 accessibility, security headers, and AI crawler optimization for SGE/Perplexity/ChatGPT.
Netlify HTML/JS GoDaddy DNSTailscale mesh VPN for secure remote access. Token + password gateway auth with rate limiting. SPF/DKIM/DMARC email authentication. Bot protection on all public forms. Encrypted credential storage.
Tailscale SPF/DKIM HTTPSEvery system built, deployed, and maintained by a human-AI team of two.
Full-featured CRM with 1,986 agent contacts, interaction logging, pipeline tracking, tag-based segmentation, and automated outreach. React + TypeScript frontend, Supabase backend with RLS.
React TypeScript SupabaseCustom LOS tracking loan pipeline from application through funding. Needs list system with 7 templates and 71 checklist items. TRID tracking (broker mode — informational, not compliance-owning).
Supabase React TRID5,699-record unified people database with de-duplication, merge/unmerge, relationship mapping, activity logging, and cross-system identity resolution. 7 normalized tables.
PostgreSQL RPC SECURITY DEFINER15 active campaigns with automated email sequences, engagement tracking, unsubscribe handling, and hot lead alerting. Sends via Graph API with HTML templates and compliance footers.
Python Graph API CAN-SPAMDaily mortgage rate scraping from LenderPrice, automated rate-watch alerts for clients, co-branded rate sheets, and rate comparison tools. Target rate monitoring with 0.125% increments.
Python Playwright SupabaseMomentum-based equity trading on Alpaca paper account ($100K). 15-minute execution cycles during market hours. Position logging, risk management, and portfolio snapshots to Supabase.
Alpaca API Python MomentumReal-time inbox monitoring with Microsoft Graph webhooks. Campaign response classification (hot/warm/unsubscribe/OOO). VIP sender detection. Automated bounce processing with CRM flagging.
Webhooks NLP Graph API3,687 active listings ingested via Redfin scraper. Listing agent enrichment for outreach. Per-listing co-branded payment flyers generated with Playwright + Chromium.
Redfin Playwright PDF GenRESPA, CAN-SPAM, TCPA, Reg Z, and state licensing compliance baked into every outreach system. Equal Housing Lender disclaimers, NMLS/DRE numbers, time-window enforcement, opt-out management.
RESPA CAN-SPAM TCPARunning 24/7 without human intervention. The agent monitors, acts, and only escalates when human judgment is needed.
| Process | Schedule | Function | Status |
|---|---|---|---|
| Email Monitor | */15 min | Inbox triage, VIP detection, campaign response classification | OK |
| Calendar-People Sync | */15 min | Sync calendar events with People Hub contacts | OK |
| Outbox Scanner | */30 min | Log outbound emails as CRM interactions | OK |
| Trading Bot | */15 min (market hrs) | Momentum scan, position entry/exit, risk checks | OK |
| Drip Engine | hourly (9a-5p) | Campaign email sends, engagement tracking | OK |
| Bounce Cleanup | hourly | Delete bounces, flag CRM records | OK |
| Rate Scraper | daily 11am (M-F) | Scrape LenderPrice for current mortgage rates | OK |
| Listings Scraper | daily 6am | Ingest new Redfin listings into pipeline | OK |
| Daily Backup | daily 4am | Full workspace + database backup | OK |
| Morning Brief | daily 6am | Daily action items, hot leads, calendar preview | OK |
| Marketing Intel | daily 10am | Market news, competitor monitoring, content ideas | OK |
| Activity Digest | daily 3pm | End-of-day summary of all automated actions | OK |
| FB Post | weekly Tue | Auto-generate and post to Facebook Business Page | OK |
| Security Healthcheck | weekly Mon | Host hardening audit, vulnerability scan | OK |
| Webhook Renewal | every 2 days | Renew Microsoft Graph webhook subscriptions | OK |
Showing 15 of 26 processes. Additional jobs include past-client outreach, agent referral campaigns, web intake summaries, and one-time reminders.
All SEO-optimized with JSON-LD structured data, WCAG 2.2 accessibility, security headers, and AI crawler optimization. Compliance-audited for mortgage industry regulations.
Zero cloud vendor lock-in. Everything runs on a Mac mini in a closet.
Claude Opus 4 (Anthropic) · 200K context · Adaptive reasoning
OpenClaw · LaunchAgent daemon · Cron scheduler · Sub-agent spawning
Supabase PostgreSQL · Row Level Security · 40+ tables · Service role API
Mac mini (Apple Silicon) · macOS 26.2 · Node 25.7 · Python 3.9
Netlify (16 sites) · GoDaddy DNS · Cloudflare (select domains)
Microsoft Graph API · Google Workspace · SPF/DKIM/DMARC
Telegram Bot API · macOS iMessage (AppleScript) · OpenClaw WebUI
Tailscale mesh VPN · Serve (private HTTPS) · Zero-trust access
Python · Playwright · Chromium · Bash · Microsoft MSAL
Alpaca Markets API · Paper trading · Momentum strategies
Facebook Graph API · Page posting · Content generation
React · TypeScript · Vite · Bolt.new · Vanilla HTML/JS
From zero to a fully autonomous business operating system.
This isn't a chatbot answering questions. It's an autonomous agent that operates a business.
The agent maintains its own long-term memory (MEMORY.md), daily logs, standing rules, and learned behaviors. It wakes up fresh each session but reconstructs context from its files — like a human reviewing their notes. After 21 days, it has 22 daily log files and 340+ lines of curated institutional knowledge.
Destructive actions require per-item human confirmation. The agent can read, search, and organize freely but must ask before sending external communications. Mass deletion is architecturally prevented, not just instructed against — safety rules are stored in 3 redundant locations to survive context compaction.
The agent updates its own documentation, creates standing rules from mistakes, and evolves its processes. The inbox cleanup process was formalized into a repeatable standard during this session. The compliance engine was built after the agent identified regulatory gaps in outreach templates.
Total infrastructure cost: ~$50/month (Supabase free tier, Netlify free tier, Tailscale free tier, Anthropic API usage). The Mac mini is the only hardware. No SaaS subscriptions. No engineering team. One mortgage professional and one AI agent.