Current topics in AI tooling, cybersecurity, and open-source software — written with enough specificity to be useful.
The price of running a large language model has fallen faster than most people expected. Hardware improvements, model architecture optimizations, and competition between providers are all playing a role. Here's what's actually driving that change and what it means for developers building on top of these models.
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Generative AI has made phishing emails harder to detect and trivial to produce at scale. Campaigns attributed to AI-assisted tools rose 400% in 2025. The attack patterns are different enough from traditional phishing that the old advice doesn't fully apply.
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Several coordinated campaigns compromised open source packages on npm in 2025, harvesting developer credentials from CI/CD pipelines and cloud environments. The attack surface is broader than most teams realize.
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