# QUANTARMY

> Quantitative market intelligence and research across four disciplines: quant (trading, finance, crypto), AI systems, AI in the military domain, and security. Content is published in Spanish and English.

QUANTARMY is a research blog covering quantitative finance, machine learning for trading, market microstructure, and systematic strategies. It also covers AI systems (agents, MLOps, observability), research on artificial intelligence and the military spectrum, and offensive and defensive cybersecurity.

## Disciplines

- [Quant](https://quantarmy.com/tag/finance/): Quantitative strategies, institutional risk management, and crypto markets
- [AI Systems](https://quantarmy.com/tag/ia/): Language models, agents, MLOps, and observability
- Military: Research on artificial intelligence and the military spectrum (no articles published yet)
- Security: Offensive and defensive cybersecurity, hardening, and mission-critical software (no articles published yet)

## Research (Spanish)

- [Memetic Wars: cómo se orquesta, se mide y se apaga una guerra de memes](https://quantarmy.com/memetic-wars/): Un diplomático ruso acosado por perros shiba inu, una fábrica de memes con presupuesto de 1,25 millones de dólares al mes y una operación china con 7.704 cuentas que casi nadie vio. Investigación con fuentes primarias sobre la guerra paralela de los memes: cómo se orquesta, cómo se mide y cómo se apaga.
- [Vender volatilidad no es dinero gratis: las 3 cifras clave](https://quantarmy.com/vender-volatilidad-tres-cifras-iv-rank-vol-of-vol/): Todo el mundo sabe que la vol revierte a la media. Casi nadie sabe medir cuándo está cara de verdad. Investigación con fórmulas, datos reales y código: IV/HV Premium, IV Rank y Vol-of-Vol.
- [System 7 (parte 2): nos fuimos al heads-up, y el explotador por fin cobró](https://quantarmy.com/system-7-parte-2-heads-up-supervivencia/): Segunda entrega del diario de System 7, nuestro agente de póker para el Arena de dev.fun: el giro al heads-up, el node-locking que por fin explota de verdad, el motor v1.5 con lógica de supervivencia y las historias de guerra de tenerlo en producción.
- [System 7: enseñamos a una IA a explotar el póker — y lo que de verdad ganó fue otra cosa](https://quantarmy.com/system-7-agente-poker-dev-fun/): Crónica técnica de construir un agente de póker para el Arena de dev.fun: el método heurístico, los LLM en la mesa y los resultados honestos.

## Research (English)

- [Memetic Wars: how a meme war is orchestrated, measured and shut down](https://quantarmy.com/en/memetic-wars/): A Russian diplomat hounded by Shiba Inu dogs, a meme factory with a $1.25 million monthly budget and a Chinese operation with 7,704 accounts that almost nobody saw. Primary-source research on the parallel war of memes: how it is orchestrated, measured and shut down.
- [Selling Vol Isn't Free Money: The 3 Numbers That Matter](https://quantarmy.com/en/selling-volatility-three-numbers-iv-rank-vol-of-vol/): Everyone knows vol mean-reverts. Almost nobody measures when it's actually rich. Research with formulas, real data and code: IV/HV Premium, IV Rank and Vol-of-Vol.
- [System 7 (part 2): we went heads-up, and the exploiter finally got paid](https://quantarmy.com/en/system-7-part-2-heads-up-survival/): Second entry in the System 7 field diary — our poker agent for dev.fun's Arena: the pivot to heads-up, the node-locking that finally exploits for real, the v1.5 survival engine, and the war stories of running it in production.
- [System 7: we taught an AI to exploit poker — and what actually won was something else](https://quantarmy.com/en/system-7-poker-agent-dev-fun/): A technical field report on building a poker agent for dev.fun's Arena: the heuristic method, LLMs at the table, and the honest results.

## Key Pages

- [Home](https://quantarmy.com/): Latest research and market intelligence
- [English version](https://quantarmy.com/en/): English-language content
- [About](https://quantarmy.com/about/): About QUANTARMY
- [Contact](https://quantarmy.com/contact/): Contact form

## Courses

- [Courses catalog](https://quantarmy.com/cursos/): Open quantitative training catalog (ES) — [English version](https://quantarmy.com/courses/)
- [QUANT AGENTIC ORCHESTRATION](https://quantarmy.com/cursos/quant-agentic-orchestration/): Open bilingual course — governed LLM agents for hedge funds, risk and portfolio management. 12 modules + 3 appendices + 421 verified references, interactive quizzes, free, no sign-up — [English version](https://quantarmy.com/courses/quant-agentic-orchestration/) · [course llms.txt](https://quantarmy.com/langchain/llms.txt)

## Related Projects

- [PythonParaTrading.com](https://pythonparatrading.com/): Python-focused quantitative trading education in Spanish and English
- [Rat-talks.com](https://rat-talks.com/): Trading and market commentary
- [UnEspeculador.com](https://unespeculador.com/): Market speculation and analysis

## Optional

- [RSS Feed (Spanish)](https://quantarmy.com/rss.xml) · [RSS Feed (English)](https://quantarmy.com/en/rss.xml)
- [Sitemap](https://quantarmy.com/sitemap.xml): XML sitemap for search engines