ExternalTechnology Trends
Hacker News
This is my attempt to get Vulkan going on NetBSD
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Engineering Insights
Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.
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ExternalTechnology Trends
Wired Business
Spotify Confirms Streaming Fraud After Kalshi Trader Cries Foul
One of Kalshi’s most prominent traders tells WIRED he’s swearing off Spotify-related markets until the issue is resolved.
Business
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External
The Hacker News
Ransomware Groups Turn to Citrix Bleed 2, BYOVD, and Supply Chain Credentials
Threat actors associated with the Anubis ransomware operation have been observed exploiting the Citrix Bleed 2 (CVE-2025-5777) vulnerability to obtain initial access. "Although tactics differ between affiliates, common patterns emerged in tradecraft through use of legitimate Remote Management and Monitoring (RMM) tooling, credential access, and hands-on-keyboard procedures used for lateral
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ExternalTechnology Trends
The Verge Tech
Weber marks down grills and griddles to their best prices ever for July 4th
The Weber Spirit E-325 grill with three burners. | Image: Weber If our recent Decoder interview with Weber Blackstone CEO Roger Dahle has you craving freshly grilled meats or veggies, Weber just so happens to have a variety of grills, smokers, griddles, and accessories selling at big discounts ahead of the July 4th holiday. It makes a bunch of models, but we’ve landed on a range of grills and griddles at varying price points. Weber is cheaper than other retailers by about $50 on most of these
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ExternalCybersecurity
Dark Reading
Ransomware Thugs Masquerade as Interpol to Entice Small Biz
The ransomware campaign relies on basic social engineering and stretches across multiple regions, including the US, Europe, Middle East, and elsewhere.
Dark ReadingRead original
ExternalSoftware Engineering
GitHub Changelog
Copilot agent session streaming is now in public preview
GitHub Enterprise Cloud customers with enterprise managed users can now access GitHub Copilot agent session data across all Copilot clients, including: Cloud agents operating on github.com and data resident deployments… The post Copilot agent session streaming is now in public preview appeared first on The GitHub Blog.
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ExternalTechnology Trends
Wired Business
Can Cursor Remain a Platform for OpenAI and Anthropic’s Models Inside SpaceX?
Cursor hopes to continue offering third-party AI models after it's acquired by SpaceX, testing the relationships between frontier AI labs.
BusinessBusiness / Artificial Intelligence
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ExternalSoftware Engineering
DZone
Real-Time AI Feature Engineering With Spark Structured Streaming and Databricks Feature Store
The Feature Engineering Problem Feature engineering is where most ML projects silently fail in production. Not because the model is wrong — but because the features the model sees at training time are different from the features it sees at inference time. This is called training-serving skew, and it's the #1 silent killer of ML systems. Three specific failure modes cause it:
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