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Traviseric/README.md

Travis Bergsgaard

Builder. 40+ projects. A full ecosystem of tools across Bitcoin infrastructure, AI security, legal tech, publishing, and autonomous development.

I build systems that solve real problems — AI-native from day one. Everything ships.

Founder of Empowered Humanity — AI security tooling for defense and critical infrastructure.


Areas of Focus

Bitcoin Infrastructure & Circular Economies

Open-source tooling that lets any community deploy a private Bitcoin circular economy — Fedimint federation, Cashu ecash mints, Lightning L402 commerce rails — from a single prompt. Non-custodial by design, privacy by default. Currently piloting in Longmont, CO.

Open source: arxmint

AI Orchestration & Autonomous Development

Systems that run fleets of AI agents to build, audit, and ship software autonomously. 75+ modular execution boxes, parallel workers, multi-account failover, and production readiness pipelines. The orchestration layer builds and maintains my other projects.

Open source: teneo-agent

AI Security & Trust

176-pattern agent security scanner with taint analysis, context flow tracing, and OWASP ASI + MCP coverage. Alongside that — a full AI trust stack for quality scoring, PII/PHI detection, GDPR/HIPAA/CCPA compliance scanning, and fact verification. 818 tests, 96.5% coverage, deployed to production.

Open source: agent-security · crypto-toolkit

Parallel Content Generation

160+ Lambda functions on AWS Step Functions generating long-form content concurrently across multiple AI models. Context assembly, quality evaluation, rewriting pipelines — full distributed architecture with React frontend and Stripe billing.

Behavioral Detection & Anti-Bot Intelligence

22-signal detection engine modeling human mouse dynamics (Bezier curves, Fitts' law), keyboard timing (AR(1) inter-key intervals, digraph patterns), and scroll behavior. Adversarial Red vs Blue game controller for continuous self-improvement.

Legal Intelligence

Court document generation, financial forensics (Benford analysis, structuring detection), judge analytics, and RAG pipelines for case law — wired through a conversational AI system with 10 specialized missions.


Stack

Languages      TypeScript · Python · Swift
Frontend       Next.js · React · Tailwind · SwiftUI
Backend        Node.js · FastAPI · PostgreSQL · Redis · Supabase
Cloud          AWS Lambda · Step Functions · DynamoDB · S3 · Railway · Vercel
AI/ML          Claude · GPT-4 · Gemini · pgvector · Pinecone · LangChain
Bitcoin        Fedimint · Cashu · Lightning (LND/LNC) · L402 · Aperture
Security       OWASP · Taint Analysis · Applied Cryptography · Compliance Scanning
Infra          Docker · GitHub Actions · Codemagic · Claude Code Agents

Background

Before code, I built and ran businesses. Published 250+ books through a company with a team of 21 writers. Scaled a photography studio to $25K/month with a 20x return on ad spend. I've always built systems — AI gave me a new medium and I went deep.

More at traviseric.com.


Company

Empowered Humanity · empoweredhumanity.ai

AI-powered security and trust tooling for defense and critical infrastructure. Open-source foundations with enterprise-grade capabilities.


traviseric.com · empoweredhumanity.ai · arxmint.com

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  2. pro-se-ai-toolkit pro-se-ai-toolkit Public

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    The open marketplace for creators, freelancers, and agents. Zero platform fees. Powered by ArxMint.

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    Autonomous AI agent orchestration — task relay, parallel workers, multi-account failover, overnight automation with Claude Code

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    Parallel AI Book Generation Architecture - Generate complete books in under 5 minutes instead of 60-90 minutes using stateless parallel chapter generation with AWS Step Functions. A fundamental ret…

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