Apr 18 · 7 min read · The first version of the anomaly evaluator ran inline. A batch of 100 readings flushed to TimescaleDB, then the same function called evaluate_batch, which fetched alert rules, computed rolling statistics from the continuous aggregates, checked cooldo...
Join discussionMar 31 · 15 min read · Your on-call engineer gets paged at 3 AM. CPU usage on the auth service has been climbing for 20 minutes, error rates on the payment service spiked 15 minutes ago, and API latency is through the roof. The batch monitoring job that runs every 5 minute...
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Mar 4 · 3 min read · Introduction to Ad Fraud Ad fraud is a pervasive issue in the digital marketing industry, with estimates suggesting that it will cost advertisers over $100 billion by 2023. This type of fraud occurs when fake or malicious activity is disguised as leg...
Join discussionJan 16 · 7 min read · The specter of counterfeit hardware looms large, threatening the integrity of global supply chains and posing significant risks to national security, economic stability, and public safety. From fake microchips infiltrating defense systems to subpar c...
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Jan 12 · 7 min read · I tried to send money to an account number I got wrong (I think I missed a digit), and the transfer didn’t go through. Got an error notification about how the number was incorrect. I immediately corrected this, and the transfer went through, but that...
Join discussionJan 7 · 2 min read · 📜 Why Cybersecurity Is an Adversarial AI Domain Cybersecurity is fundamentally different from many other AI applications. AI systems in cybersecurity operate in environments where: Attackers actively adaptData is noisy and incompleteFalse negatives ...
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Dec 28, 2025 · 3 min read · The digital landscape of 2025 is a double-edged sword: a realm of unprecedented innovation and a hotbed for increasingly sophisticated cyber threats. As organizations embrace advanced technologies and expand their digital footprints, the attack surfa...
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