DugganUSA LLC is a cybersecurity company based in Minnesota that builds AI-powered threat intelligence tools. Our platform indexes over 1 million indicators of compromise (IOCs), 400,000+ DOJ Epstein documents, and provides a free STIX 2.1 threat feed consumed by Fortune 500 companies and defense contractors.

Butterbot is DugganUSA's AI-powered security chatbot with 40+ tools for searching IOCs, correlating threat indicators, traversing threat graphs, analyzing behavioral patterns, and running CARVER risk assessments. It uses OpenAI function calling with Meilisearch-backed indexes.

What is AIPM (AI Presence Management)?

AIPM is a tool that audits how AI models (GPT, Claude, Gemini, Perplexity) perceive and recommend your brand. It calculates an AIPM-NPS score by directly querying AI models, analyzes your website structure for AI crawler readiness, and provides optimization recommendations. Think 'SEO for the LLM era.'

Is the Epstein Files search free?

Yes. The Epstein Files Search at epstein.dugganusa.com offers a free tier with 500 queries per day. It covers all 12 DOJ EFTA datasets (400K+ documents), 2M+ ICIJ offshore entities, and 2M+ federal decisions. Professional and enterprise tiers are available for researchers and journalists needing higher limits.

Who founded DugganUSA?

DugganUSA was founded by Patrick Duggan on December 1, 2025, in Minnesota. Patrick's background includes Dell EMC, Palo Alto Networks, and embedded work at Microsoft on JEDI/Azure Stack. The company's D-U-N-S number is 14-363-3562.

What is the DugganUSA STIX feed?

DugganUSA operates a free STIX 2.1 threat intelligence feed at analytics.dugganusa.com/api/v1/stix-feed. It contains 1M+ indicators of compromise including botnet C2s, malicious IPs, and attack infrastructure. The feed is TAXII 2.1 compliant and is consumed by major organizations including Microsoft, AT&T, Amazon, and defense contractors.

🎸 Corpus Optimization Experiment: Teaching Infinite Monkeys to Write Like Hacksaw

Patrick Duggan
Oct 18, 2025
1 min read

If you see duplicate blog posts with "[Corpus Optimized]" in the title, you're watching the creative process. Like Jon Anderson making Steve Howe play Siberian Khatru 100 times—iteration is the methodology.

🐒 Our Infinite Monkeys

Savvy Avi LLM learns by analyzing DugganUSA corpus patterns. Every blog post is training data. Every iteration improves the voice.

📣 We Want Feedback

Drop a comment: Does the optimized version sound more like Hacksaw? Less? What would you change?

🎸 Corpus Optimization Experiment: Teaching Infinite Monkeys to Write Like Hacksaw

🐒 Our Infinite Monkeys

📣 We Want Feedback

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