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Summary of recent security updates from AlmaLinux, Debian, Mageia, Slackware, SUSE, and Ubuntu, covering packages like exim4, thunderbird, and apache.
Mshare allows unrelated Linux processes to share page tables for shared memory, reducing page table overhead. Anthony Yznaga presented an update at LSFMM+BPF 2026, addressing challenges and status.
Fragnesia is a local privilege escalation bug in Linux's XFRM ESP-in-TCP, similar to Dirty Frog, allowing arbitrary byte writes to kernel page cache.
Fedora's AI Developer Desktop proposal sparked debate over out-of-tree kernel drivers. Council initially approved then reversed after last-minute vote change, sending plan back for revision.
Learn to build sentiment-aware word vectors from IMDb reviews using star ratings, semantic learning, and linear SVM for improved sentiment classification.
Learn to create, test, and deploy a WebAssembly app using only a browser. Use Emscripten and GitHub Codespaces for a no‑install workflow.
The Proxy-Pointer Framework enables structure-aware enterprise document intelligence by using hierarchical proxies and cross-document pointers for deep comprehension and comparison of contracts, research papers, and more.
A 12-metric evaluation framework for production AI agents, covering retrieval, generation, behavior, and health, based on over 100 enterprise deployments.
A practical comparison of rule-based PDF extraction (pytesseract) vs. LLM-based (Ollama + LLaMA 3) for B2B orders. The LLM approach offered higher accuracy and flexibility with less development time.
Learn how the Python Environments Extension for VS Code simplifies environment discovery, creation, and management with PET and uv.
Learn about the new features in the March 2026 release of the Python extension for VS Code, including symbol search in installed packages and an experimental Rust-based parallel indexer.
If you've ever written SQL in Python, you've likely faced the choice between positional placeholders (?) and named placeholders (%(name)s). Each has its loyal a
Learn about the April 2026 update to the Python Environments extension for VS Code, featuring faster startup, improved reliability, and smarter terminal management.
mssql-python now fetches SQL Server data as Arrow structures, enabling zero-copy, faster queries with Polars, Pandas, DuckDB. Community contribution by Felix Graßl.
Microsoft and OpenAI renegotiated their partnership, granting OpenAI more sales freedom and a capped revenue share, while Microsoft retains early access and cloud priority. OpenAI may be the bigger winner.
Google announces Googlebook, a new laptop category merging Android and ChromeOS with AI features. Key questions remain about its OS, app compatibility, and ecosystem impact.
Microsoft's AI system MDASH found 16 Windows flaws, including 4 critical RCE bugs. Uses 100+ AI agents for automated discovery. Patched in May 12 Patch Tuesday.
Foxconn ransomware attack on May 1 disrupts US factories, steals 8TB data. Manufacturing sector is top target. Learn defenses and lessons for all businesses.
Medicare Part B premium rises to $202.90 and deductible to $283 in 2026, adding to retiree healthcare costs.
Explores key questions about AI infrastructure stocks for 2026, focusing on Amazon and Alphabet's capital spending, cloud growth, risks, and alternatives.