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Article URL: https://nasutton.notion.site/Nine-coding-harnesses-vs-your-laptop-3d139990182b80d59fa3cf500f0450ba?pvs=74 Comments URL: https://news.ycombinator.com/item?id=49651221 Points: 183 # Comments: 70
Laptops don't usually get hot enough to burn—but they can still be harmful.
Amazon SageMaker Inference now offers prefix-aware routing, a routing strategy that sends requests sharing the same prompt prefix to the same instance so the KV cache stays warm. In benchmarks on Llama 3.1 70B, it reduced P50 time-to-first-token by up to 77% and raised KV cache hit rates from about 25% to over 80%.
Nvidia has its finger in every pie, and sees another year of plenty in its future, Jensen Huang says. But, he insists, its deals are not circular.
A new Android malware strain called Mantax Otax combines ransomware and spyware capabilities to encrypt files, steal sensitive data, and spam and harass victims. [...]
Amazon SageMaker HyperPod now supports model caching for inference, which pre-loads model weights and container images onto cluster nodes so pods read from local NVMe storage instead of downloading over the network. Learn how model caching cuts cold starts from tens of minutes to seconds, how it works, and how to enable it.
Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app. The post GitHub Copilot app for Beginners: Using the diff, terminal, and browser appeared first on The GitHub Blog.
A refreshed repository-level pull request listing page is now in public preview for all GitHub users. It brings powerful filtering, compact presentation mode, and more. Highlights The new page makes… The post Refreshed repository pull requests page in public preview appeared first on The GitHub Blog.
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