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A personal space where I write, build tools, and explore the intersection of code and cybersecurity.

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Essays and reflections on cybersecurity, tech, and digital thought — connecting code, defense, and design.

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The Age of Autonomous CTI: How LLMs and Agents Can Build and Maintain Threat Intelligence Pipelines

Oct 14, 2025 · min read

In an era where data overwhelms human capacity, Cyber Threat Intelligence must evolve beyond manual curation. This article explores how Large Language Models and autonomous agents can build self-learning CTI pipelines that collect, enrich, correlate, and report intelligence at machine speed, while humans provide oversight, ethics, and strategic judgment. By turning static workflows into adaptive ecosystems, autonomous CTI transforms intelligence from information gathering into continuous, self-improving understanding.

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Manually curated cyber intelligence — the month’s key signals that shaped the threat landscape.

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Typus Finance Drained of $3.4 Million in DeFi Exploit

Crypto & Smart Contract Exploits · Oct 22, 2025

DeFi platform Typus Finance has lost $3.44 million in a smart contract exploit that allowed attackers to drain funds within hours. The company filed a police report shortly after the breach. The attack exploited flaws in contract authorization logic, reinforcing the industry’s ongoing struggle with auditing rigor and composability risks in decentralized finance systems. As the market matures, DeFi security is becoming indistinguishable from financial governance—yet continues to lack the same regulatory pressure.

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