Founder & Lead Engineer 2024 - Present

Internal Tools & Infrastructure

Bootstrapped Developer Toolkit · $5,308/mo Saved

Every time we hit a paid wall, we build the internal replacement. This is a collection of 20+ tools built from scratch that power InsurifyAI, Pointify Travels, and FormifyAI — replacing $5,308/month in SaaS subscriptions with self-hosted, customizable alternatives.

Python Node.js Claude API Playwright PostgreSQL pgvector Twilio AWS ECS Docker Resend Lob API

Monthly Savings at a Glance

$5,308
Monthly Saved
Total SaaS cost replaced
20+
Tools Built
From scratch, fully owned
4
Platforms Powered
InsurifyAI, Pointify, FormifyAI, DebtShield
$0
External SaaS
Zero dependency on paid tools

Major Tools

The heavy hitters. Each of these replaces a significant paid service and runs entirely on infrastructure we own and operate.

David Resenstein AI Agent

REPLACES: JUNIOR DEVELOPER · $4,000/MO SAVED

Autonomous AI developer agent that takes GitHub issues, writes code, opens PRs, and self-merges based on confidence routing. Built on Claude Opus with computer use capabilities and persistent JSON memory. Handles WhatsApp and email interfaces with rate-limited endpoints.

  • Claude Opus + computer use (Vision + cliclick)
  • Persistent memory via JSON + Anthropic search
  • Confidence-based auto-merge routing
  • WhatsApp + email + async notification interfaces

50-State Legal Database

REPLACES: LEXISNEXIS · $500/MO SAVED

Comprehensive statutes of limitations, fault types, coverage minimums, and bad-faith laws for all 50 states. Powers InsurifyAI claim advisories with jurisdiction-specific legal intelligence, eliminating the need for expensive legal research subscriptions.

  • Statutes of limitations by state and claim type
  • Fault determination rules (no-fault, at-fault, hybrid)
  • Minimum coverage requirements per state
  • Bad-faith insurance law references

Google Travel Scrapers

REPLACES: TRAVEL API SUBSCRIPTIONS · $300/MO SAVED

Three Playwright-based scrapers for Google Flights ($50), Hotels ($200), and Cars ($50) that feed the Pointify deal engine. Headless browser automation extracts real-time pricing, availability, and route data without expensive API contracts.

  • Flights: route pricing, fare classes, layover data
  • Hotels: nightly rates, availability, property details
  • Cars: rental pricing across agencies and locations
  • Headless Playwright with anti-detection measures

Plane Self-Hosted

REPLACES: JIRA CLOUD · $163/MO SAVED

Full project management platform running on our own infrastructure at plane.insurifyai.app. Issue tracking, sprints, cycles, and team workflows with complete data ownership and zero per-seat licensing.

  • Self-hosted at plane.insurifyai.app
  • Full issue tracking, cycles, and modules
  • No per-seat licensing costs
  • Complete data ownership and control

Drip Email System

REPLACES: CUSTOMER.IO · $150/MO SAVED

Automated email sequences powered by the Resend API. 19 branded HTML templates across three brands (InsurifyAI, Pointify Travels, FormifyAI) handle onboarding, transactional emails, fare alerts, and marketing drips.

  • 19 branded HTML templates across 3 brands
  • Automated drip sequences with delay logic
  • Transactional, marketing, and alert emails
  • Resend API with domain-verified sending

85+ Loyalty Scrapers

REPLACES: SEATS.AERO · $99/MO SAVED

Transfer partner rate scrapers covering airline and hotel loyalty programs. Feed the Pointify deal-scoring engine with real-time transfer ratios, bonus promotions, and sweet-spot redemptions across the loyalty ecosystem.

  • 85+ airline and hotel loyalty programs
  • Transfer ratio monitoring and alerts
  • Bonus promotion detection
  • Sweet-spot redemption identification

RAG Pipeline

REPLACES: PINECONE · $70/MO SAVED

Semantic search infrastructure using pgvector for vector storage, OpenAI text-embedding-3-small for embeddings, and cosine similarity for retrieval. 500-token chunks with 50-token overlap ensure high recall across document corpora.

  • pgvector on PostgreSQL for vector storage
  • OpenAI text-embedding-3-small embeddings
  • Cosine similarity retrieval
  • 500-token chunks, 50-token overlap

Error Monitor

REPLACES: SENTRY · $26/MO SAVED

Custom error tracking and alerting system that monitors 22+ external integrations across all platforms. Captures stack traces, groups by fingerprint, and fires alerts via Slack and email when error rates spike.

  • 22+ external integration monitoring
  • Stack trace capture and fingerprinting
  • Rate-based alerting via Slack and email
  • Cross-platform error aggregation

Additional Tools

Beyond the major infrastructure, dozens of smaller utilities handle everything from insurance math to physical mail routing to fleet management.

Damages Calculator

Multiplier and per-diem logic for insurance claim valuations. Calculates pain-and-suffering, lost wages, and medical expense projections.

AI Booking Agent

Claude-powered Playwright agent that navigates airline and hotel booking flows autonomously. Handles multi-step reservation processes end-to-end.

Fare Alert Engine

2-hour cron job scanning deal inventory for price drops and sweet-spot availability. Sends branded Resend emails when fares match user criteria.

Certified Mail Router

USPS certified mail dispatch via Lob API with automated tracking number capture. Powers demand letter delivery for InsurifyAI and DebtShield.

Voice Coaching System

Real-time AI call coaching pipeline: Deepgram STT for transcription, Claude for analysis, and ElevenLabs TTS for spoken guidance during live calls.

Policy Parser

PDF extraction engine for insurance policies. Identifies coverage limits, deductibles, exclusions, and endorsements from uploaded documents.

Vehicle Valuation Aggregator

Aggregates pricing data from NADA, KBB, and Manheim to produce fair market valuations for total loss and diminished value claims.

Document Generation Engine

AI-powered demand letter and appeal generation. Produces jurisdiction-specific legal documents with proper formatting and citation.

Twilio Phone System

Three dedicated phone numbers across three LLCs at $3.45/mo total. IVR routing, call recording, and SMS handling for all platforms.

Mac Fleet Config

Centralized Mac Mini fleet setup and configuration management. Automated provisioning scripts for development and CI/CD build machines.

Display Config Host

Windows system tray utility for managing multi-monitor display configurations. Saves and restores display layouts across docking events.

State Farm Claim Tracker

Gmail integration plus Google Places API for tracking State Farm claim communications and mapping agent office locations.

Brother P-Touch Label Designer

Web-based label printing interface for Brother P-Touch printers. Custom templates, batch printing, and direct USB output. View project

Subscription Recovery Letter Generator

Automated PDF demand letters, envelope labels, and Avery 5160 address label sheets for subscription dispute recovery campaigns.


The Vision: Build, Don't Buy

The operating principle is simple: every paid barrier becomes an internal tool, and every internal tool becomes a potential standalone product. Instead of accumulating SaaS subscriptions that drain capital and lock us into someone else's roadmap, we invest that energy into building solutions we fully own, fully control, and can ship to others.

This philosophy has already produced three products that graduated from internal tooling into standalone platforms with their own Stripe billing and customer-facing interfaces:

DebtShield

Started as our internal debt recovery letter generator. Now a full platform at debtshield.subscruber.com with two Stripe products, automated dispute workflows, and a shared Supabase auth layer.

DisputeAI

Born from our insurance claim dispute automation. Evolved into a standalone product at disputeai-blue.vercel.app with four Stripe products covering credit disputes, debt validation, and cease-and-desist generation.

SubScrub

Our subscription audit scripts became a consumer product at subscrub-tau.vercel.app. Scans bank statements for recurring charges, identifies cancellation opportunities, and generates recovery letters.

"The best infrastructure is the kind you build once, own forever, and can sell tomorrow. Every internal tool is a product waiting for a landing page."

-- The operating principle behind $63,696/year in avoided SaaS spend.