Built by a veteran, powered by AI

Tools that work
while you sleep

Production-ready automation templates — from OSINT intelligence pipelines to AI-powered business tools. Drop in your API keys, push to GitHub, and let the machines do the work.

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Products

Ready to Deploy

Each product is a complete, working system — not a tutorial or a boilerplate.

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OSINT Intelligence Pipeline

Seven-stage automated intelligence pipeline that runs twice daily on GitHub Actions. Tracks any topics you define, extracts entities, detects convergence patterns, fact-checks its own output against live web results, and publishes to a nine-tab dashboard. Includes regulatory capture detection and rhetoric vs. reality gap analysis.

Brave Search Anthropic Claude GLiNER2 GitHub Actions Chart.js

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AI Business Estimator

Password-protected Flask app with two tools: a quote generator that turns rough job notes into branded PDF proposals, and an AI-powered part locator with live web search. Fully customizable via environment variables — swap the business name, logo, and services without touching code. Deploy on Render for free.

Flask Anthropic Claude Web Search PDF Generation Render / DO

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More Coming

New tools are in development. If you have a workflow that needs automating or a business process that should be smarter, reach out — custom builds are available.

Your idea here

About

Built by Austin Smith

19D Army veteran. Wrote my first line of Python in October 2025. Six months later I'm running production intelligence pipelines, building AI-powered business tools, and shipping code that people actually use.

Everything I sell is something I built for myself first — the OSINT pipeline runs my own research at regulatedfriction.me, and the business estimator runs my cousin's HVAC company. If it works for me, it'll work for you.

6mo

Coding

10+

Repos

19D

Veteran

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Live Dashboard

regulatedfriction.me — the OSINT pipeline in action

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GitHub