Built with AI in afternoons, not months
What One Person Can Build Now
25 systems below, all built by me with AI as a co-pilot. No team. No outsourcing. Just ideas turned into working products.
I've been writing code for 25 years. I've built products, led engineering teams, shipped software used by millions.
I've worked with full dev teams, offshore contractors, agencies charging $200/hour.
I have never shipped this fast. Not even close.
What used to take a team weeks now takes me an afternoon. That's not an exaggeration. Look at the build times below.
25
Production Systems
1,800+
Daily Users
25
Years Coding
10x
Faster Than Before
Agent Commerce
_MAKO Agent Commerce Verifier
x402-paid preflight API for AI agents deciding whether to call, trust, or pay another agent. Buyer agents send a target service, task, and max USDC budget; they get back a callable verdict, route plan, schema check, settlement readiness, and a signed receipt — no human review step.
Features
- + x402 paid preflight on Base
- + Verdict, score, route plan, warnings
- + Schema + settlement readiness checks
- + Signed receipts (hash / EIP-191)
AI Operations
Silo
Local-first control room for running and supervising AI agent sessions on your Mac. One operational dashboard showing what's running, what's stuck, what's expensive, and what changed. The AI operations cockpit.
Features
- + Multi-agent session monitoring
- + CPU/memory/token usage tracking
- + Worktree diff, merge, and cleanup
- + Local Gemma supervisor + cloud escalation
AI Tools
MAKO MCP Server
MAKO's paid x402 endpoints (route, pulse, pricing, reputation, verify) packaged as installable MCP tools. Drop-in for Claude Desktop, Hermes Agent, OpenClaw, Cline, and any MCP-native agent.
Features
- + Five MAKO endpoints as MCP tools
- + One-line install for Claude Desktop
- + Compatible with all MCP-native agents
- + Pay-per-call via x402
Quantitative Finance
Market Risk Dashboard
Real-time market risk assessment combining VIX term structure, credit spreads (HYG/LQD ETF proxies), and composite scoring into a unified tier system. Backtested against 20 years of S&P 500 data with every warning signal showing actual forward outcomes.
Features
- + Live VIX + credit spread monitoring
- + Hysteresis-based tier system (no jitter)
- + Historical signal outcomes (5d to 6mo)
- + Tier-colored S&P 500 overlay chart
Security Intelligence
Centinela Intel
AI-powered threat intelligence platform for corporate security teams operating in Latin America. 24/7 monitoring across Spanish, Portuguese, and English OSINT sources with human-verified analysis.
Features
- + Daily AI-synthesized threat briefs
- + Real-time incident alerts
- + Executive travel risk assessments
- + Live intelligence dashboard
Security Intelligence
Latin America Intelligence Dashboard
Real-time risk monitoring across Latin America for Centinela Intel clients. Country-level threat tracking, supply chain disruption alerts, and travel safety assessments with IC-format daily briefs delivered to security directors.
Features
- + Multi-country risk heatmap
- + Supply chain disruption tracking
- + IC-format daily intelligence briefs
- + Travel risk with route-level granularity
Compliance Intelligence
Visible Edge
Pitch microsite and dashboard mockups for an automated CMMC compliance lead-generation system. The DoD's Phase 2 enforcement window closes November 2026. Roughly 80,000 sub-100-employee contractors need certification and only 1 percent are currently there. Visible Edge surfaces them as a prioritized daily call queue with AI-generated dossiers.
Features
- + Federal data ingest and enrichment waterfall
- + AI-generated dossiers and openers
- + Live sales + owner dashboard mockups
- + ML feedback loop on call outcomes
Personal Project
Dover Bloodline
Interactive genealogy project documenting my family bloodline back to 1066. AI-assisted research across parish records, census data, military rolls, and historical archives spanning nearly 1,000 years of history.
Features
- + 960 years of documented lineage
- + AI-assisted historical record matching
- + Interactive family tree visualization
- + Source-linked to original documents
Automated Trading
VoltAIc
Machine learning regime-aware swing trading strategy live on Collective2. Adapts position sizing and entry criteria based on detected market regime — bull, bear, or transition. Fully automated signal generation and C2 auto-trade dispatch.
Features
- + ML regime detection (bull/bear/transition)
- + Adaptive swing trade entries
- + Live on Collective2 marketplace
- + Fully automated signal dispatch
Trading Signals
STATES-PDT
SQN regime-adaptive daily trading system. Switches between leveraged ETF longs and BITI inverse based on detected regime. PDT-compliant trade cadence so it runs in sub-25k accounts without flag-throwing.
Features
- + SQN regime detection (bull/bear/transition)
- + Leveraged ETF + BITI universe
- + PDT-safe trade frequency
- + Walk-forward validated
Quantitative Finance
Pollinate Backtest Framework
Institutional-grade backtesting and stress testing framework powering every trading system in this list. Walk-forward optimization, regime stress tests, drawdown attribution, and Monte Carlo path analysis. Replaces three vendor tools with one in-house engine.
Features
- + Walk-forward optimization
- + Regime + drawdown stress tests
- + Monte Carlo path analysis
- + Used by every Pollinate strategy
Automated Trading
Auto-Trade Connection
Brokerage auto-trading for all four systems. Connect your account and let TrendLock, SwingHunter, Monthly Flip, and Crisis Hunter execute trades automatically. No more missed signals.
Features
- + Brokerage account connection
- + Automatic order execution
- + All 4 systems supported
- + Regulatory compliant infrastructure
Automated Trading
Prediction Market Arbitrage
Algorithmic arbitrage system that scans 200+ prediction markets in real time, detects pricing discrepancies against live market data, and trades the mismatch automatically.
Features
- + 200+ prediction market scanning
- + Live market price comparison
- + Automated arbitrage execution
- + Real-time discrepancy detection
Automated Trading
Futures Prop Trading System
Trading algorithm built to pass prop firm evaluations. Idea at 9am, live trading by 1:59pm. Now running real money on Tradeify.
Features
- + Prop firm rule compliance
- + Automated trade execution
- + Risk management built-in
- + Scalable to multiple accounts
Machine Learning
Futures ML Prop System
Machine learning model trained on futures market data to predict optimal entry/exit points. XGBoost classifier with feature engineering for prop firm evaluation.
Features
- + XGBoost prediction model
- + Custom feature engineering
- + Walk-forward optimization
- + Prop firm rule compliance
Intelligence
Global OSINT Intelligence Hub
Real-time geopolitical threat tracking with market probability forecasts, source reliability scoring, and 72-hour forward watch outlook.
Features
- + Live threat assessment across 4 regions
- + Conflict probability tracking (Iran-Israel, China-Taiwan)
- + Source transparency with tiered reliability
- + AI-curated intelligence feed
Market Intelligence
10 Predictions for 2026
Live tracker for ten contrarian predictions for 2026 that nobody is pricing in. Each prediction is auto-scored against live market data so you can watch them resolve in real time.
Features
- + Ten contrarian 2026 predictions
- + Auto-scored against live data
- + Real-time resolution tracking
- + Public scorecard
Intelligence
Regional Intelligence Dashboard
Real-time intelligence and event monitoring for a corporate client. Full country, state, and city overviews with incident tracking, trend analysis, and predictive alerts.
Features
- + Multi-level geographic monitoring
- + ML-powered incident prediction
- + Pattern detection across disparate events
- + Recommended actions & escalation procedures
Machine Learning
Country Risk Prediction Platform
ML-powered risk assessment for companies operating globally. Ingests diverse data sources, finds hidden correlations, and predicts whether risk will escalate or decline in any region.
Features
- + Multi-source data ingestion
- + Hidden trend & correlation detection
- + Risk escalation/decline prediction
- + Real-time security adjustment tools
Trading Signals
TrendLock & SwingHunter
Two complete trading signal systems. TrendLock: trend-following across 11 futures markets. SwingHunter: mean-reversion swing trades in equities. Both with live dashboards, alerts, and P&L tracking.
Features
- + Real-time signal generation
- + Risk-adjusted position sizing
- + Live dashboard with P&L
- + Email/SMS alerts
AI Content
Pollinate Daily Brief
AI-generated daily market newsletter sent to 1,800+ subscribers. Curates and synthesizes market news every morning, automatically.
Features
- + Automated daily generation
- + Multi-source aggregation
- + Personalized delivery
- + Engagement tracking
Marketing Automation
In-House Email Platform
Full email marketing system with subscriber management, A/B testing, campaign tracking, and nurture sequences. Replaced expensive third-party tools.
Features
- + Subscriber segmentation
- + A/B test infrastructure
- + Open/click tracking via webhooks
- + Automated nurture sequences
Automated Trading
Crypto Breakout Prop System
Telegram-integrated crypto trading bot for prop firm evaluation. Catches breakouts and manages positions automatically.
Features
- + Telegram signal integration
- + Automated order execution
- + Position management
- + Prop firm rule compliance
Automated Trading
Crypto Momentum System
Evolved from manual to fully automated. Momentum-based crypto trading with continuous position management, running 24/7.
Features
- + Full automation pipeline
- + 24/7 market monitoring
- + Dynamic position sizing
- + Risk management guardrails
Longevity
Outlive Engine
Open-source longevity protocol platform. Your health data, your models, your hardware. Python protocol engine plus a SwiftUI iOS client that ingests wearables, scores interventions, and tracks experiments against your own baselines.
Features
- + SwiftUI iOS client
- + Personal wearable + lab data ingest
- + Intervention scoring + experiment log
- + Fully open source
Want to Build Like This?
The AI Building Lab teaches you to go from idea to working system in days. No coding experience required.
Learn to Build AnythingNext cohort starts February 3rd