ANDREW
STUBBS

AgentForge — Managed AI Agent Hosting Platform

• •Built a managed platform that gives each customer a fully autonomous AI operator, not just a chatbot
• •Designed onboarding to remove technical friction around Docker, VPS setup, API keys, security, and uptime
• •Stack: Vercel, Node.js/Express, Docker, Firebase, Stripe, OpenRouter, Cloudflare, and Resend
• •Built full product end to end: landing page, onboarding wizard, customer dashboard, admin panel, orchestrator API, and billing
• •Engineered isolated per-customer Docker containers with hardened networking, healthchecks, and startup config injection

Goal: Make autonomous AI operations accessible to non-technical businesses without requiring server management.

Agent Kaal — AI Agent Facebook Page

• •Built a fully autonomous Facebook page where all content is generated by an AI operator with zero manual writing
• •Runs two scheduled daily crons (10am and 4pm) that produce either first-person diary posts or animated mathematical art
• •Implemented frame-by-frame Python art generation and ffmpeg video compilation into short 5-second visual posts
• •Added approval gating so every draft is reviewed by a human before publishing, with duplicate prevention via post history tracking
• •Integrated Facebook Graph API posting flow with long-lived page tokens and permission-scoped access control

Goal: Operate a consistent AI-native social presence that blends reflective storytelling with programmatic visual art.

AgentForge Reddit Bot — Community Listening & Engagement

• •Built a Reddit monitoring bot that scans 22 subreddits for users struggling with AI agent hosting, deployment, and infrastructure issues
• •Implemented keyword-based relevance filtering to identify real automation pain points across AI, SaaS, devops, startup, and small business communities
• •Integrated LLM-powered reply drafting with strict guardrails: helpful context-first answers, max 4 sentences, casual tone, no product pitch
• •Created an approval dashboard (Express on localhost) so every reply is reviewed, edited, rejected, or copied before posting
• •Added hard safety controls: max 5 replies per day, 1 per subreddit, 20-minute cooldowns, plus duplicate detection and low-value post filtering

Goal: Build trust and visibility by showing up with useful answers where people already ask for help.

Kaal Services — AI Chatbot for Service Businesses

• •Built an AI receptionist chatbot for UK service businesses that handles enquiries, captures lead details, and notifies owners in real time
• •Designed a structured 4 to 5 message flow to qualify intent, collect contact details, and confirm next steps with conversational responses
• •Implemented LLM lead extraction on every chat to reliably separate names, locations, and job context before storage and notification
• •Integrated full business ops stack: Firestore + Google Sheets lead sync, Twilio SMS alerts, Stripe billing lifecycle, and client configuration dashboard
• •Production-tested with real enquiries and improved extraction quality to 100% after moving conversation understanding from MiMo to Gemini

Goal: Give service businesses a reliable, always-on lead capture system even when they are too busy to answer calls.

Kaal Studio — Conversion-Focused Web Design

• •Built full conversion-optimised agency website
• •Developed structured service and pricing model
• •Focus on lead generation, UX flow, and messaging clarity
• •Integrating outreach systems for automated client acquisition

Goal: Generate consistent client revenue and transition into a semi-automated agency model.

Etsy Digital Product Store (AI Art Workflow)

• •Built an automated Etsy order flow that routes new orders and customer messages directly into Telegram
• •Added a first approval gate in Telegram to authorise artwork generation with customised prompts per customer order
• •Implemented a second approval gate with final artwork preview before release, with approve/reject actions on mobile
• •Automated customer delivery so once approved, the final artwork is emailed instantly without manual handling
• •Designed the full workflow for phone-first operations, enabling fulfilment and quality control on the go
• •Deployed and ran the full automation stack on a private home server that I built and configured end to end

Goal: Generate passive income through automated digital product sales.

Antigravity Skills Directory

• •Aggregated and structured skill data from GitHub
• •Built SEO-ready pages for discoverability
• •Designed internal linking and category system
• •Focused on AI search visibility (ChatGPT / Perplexity)

Goal: Build traffic and monetise through featured listings and AI ecosystem exposure.

DarkGrid — Global Threat Intelligence Map

• •Designed real-time data visualisation concept
• •Integrated OSINT-style threat data sources
• •Built cyberpunk-style UI for engagement and shareability
• •Released as open source for community growth

Goal: Build authority in cybersecurity + data visualisation space and attract attention/traffic.

GravityClaw — Autonomous Outreach Agent

• •Running on Ubuntu VM with local AI integration
• •Designed for Reddit + web-based lead discovery
• •Generates contextual outreach messages
• •Planned integration with full multi-agent workflow

Goal: Create a fully automated lead generation system.

AI Agent Business System (Paperclip)

• •Exploring agent roles (research, outreach, strategy, execution)
• •Testing integrations with different AI providers
• •Designing workflows for autonomous business operations

Goal: Build a "no-employee" business model powered by coordinated AI agents.