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C8s: A Confidential Kubernetes Architecture
C8s: A Confidential Kubernetes Architecture
This paper presents C8s, a confidential computing architecture for Kubernetes that provides cryptographically rooted confidentiality, integrity, and verifiability guarantees for Kubernetes...
·arxiv.org·
C8s: A Confidential Kubernetes Architecture
pgBackRest is dead. Now what? | My DBA Notebook
pgBackRest is dead. Now what? | My DBA Notebook
I have been recommending pgBackRest as the best backup tool for PostgreSQL for years. I even wrote a blog post about it. My students at Université Lyon I were able to backup, restore, and perform PITR in four hours with zero prior knowledge of the tool. That is how good it was. I say “was” because David Steele, the sole maintainer of pgBackRest, has announced on the project’s GitHub page that he is stopping all work on the project.
·mydbanotebook.org·
pgBackRest is dead. Now what? | My DBA Notebook
Your Container Is Not a Sandbox
Your Container Is Not a Sandbox
The microVM ecosystem was battle-tested long before agentic AI created the demand. A landscape survey: every VMM, the shared Rust crate ecosystem, a dozen AI sandbox platforms, and honest trade-offs.
·emirb.github.io·
Your Container Is Not a Sandbox
intel/auto-round: A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers.
intel/auto-round: A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers.
A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers....
·github.com·
intel/auto-round: A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers.
Copy Fail — 732 Bytes to Root
Copy Fail — 732 Bytes to Root
CVE-2026-31431. 100% Reliable Linux LPE — no race, no per-distro offsets, page-cache write that bypasses on-disk file-integrity tools and crosses containers. Found by Xint Code.
·copy.fail·
Copy Fail — 732 Bytes to Root
Where the goblins came from
Where the goblins came from
How goblin outputs spread in AI models: timeline, root cause, and fixes behind personality-driven quirks in GPT-5 behavior.
·openai.com·
Where the goblins came from
Apple Has Given Up on the Vision Pro After M5 Refresh Flop
Apple Has Given Up on the Vision Pro After M5 Refresh Flop
Apple has all but given up on the Vision Pro after the M5 model failed to revitalize interest in the device, MacRumors has learned. Apple updated the Vision Pro with a faster M5 chip and a more comfortable band in October 2025, but there were no other hardware changes, and consumers still weren't interested. The Vision Pro has been criticized for its high price tag and its uncomfortable weight.
·macrumors.com·
Apple Has Given Up on the Vision Pro After M5 Refresh Flop