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Auto-aggregated global tech articles · 993 posts

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AI & ML

A Guardrails Library That Publishes Its Misses

Ask a guardrails library how often it is wrong and you will usually get silence, or a benchmark of how fast it is. That is the gap jamjet-guardrails was built into. Nine deterministic checks for LLM input and output, zero runtime dependencies, and a published precision and recall figure for every o

DEV Community
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Frontend

CAP Theorem Finally Made Sense to Me

While studying system design, I came across something called CAP theorem. At first, it sounded simple: A distributed system can choose any two out of Consistency, Availability, and Partition Tolerance. But the more I read about it, the more I realized that this explanation can be a little misle

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Backend

Why High Load Does Not Always Mean High CPU

Why High Load Does Not Always Mean High CPU One of the first things I check when someone says "the Linux server is slow" is the load average. And one of the most common mistakes is to immediately translate high load into high CPU usage. These two things are related, but they are not the same. I

DEV Community
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General

Streaming Native Speech-to-Text for Embedded Web Use

My team at Bandwidth Labs has put together a speech-to-text model from the ground up, focused on ultra low latency streaming use cases. We started with a focus on voice agents, but have quickly started to see various use cases for embedding the model directly into webpages to provide transcriptions.

Reddit r/webdev
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Industry

Global warming will exceed 1.5-degree limit, UN says

Article URL: https://www.pbs.org/newshour/science/global-warming-will-exceed-1-5-degree-limit-un-says-in-report-that-maps-path-back-below-danger-zone Comments URL: https://news.ycombinator.com/item?id=49576124 Points: 190 # Comments: 160

Hacker News
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Frontend

Tableau Dashboard Extensions: What They Add, and What They Can Read

By Michael Nocito, data analyst · Published August 9, 2026 By the end of this page you can add an extension to a dashboard, tell the two hosting kinds apart, and read the permission box well enough to know what you're agreeing to. You'll also know the one behavior that surprises people after publis

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