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This guide covers enabling PanVK and Panfrost open-source drivers for Arm Mali G1 Pro GPU, including prerequisites, build steps, installation, and common pitfalls. A must-read for Linux users with Mali v14 hardware.
Supply-chain attack on Daemon Tools uses signed updates to infect Windows users, stealing data and targeting high-value organizations in retail, government, and more.
Mozilla's AI-powered vulnerability hunt with Anthropic Mythos found 271 Firefox flaws with near-zero false positives, proving AI can revolutionize cybersecurity.
Learn 10 essential facts about the Canvas cyberattack that disrupted U.S. final exams, including data accessed, the ShinyHunters group, and how to protect yourself.
Dirty Frag is a deterministic Linux kernel exploit giving root access. Leaked code, active testing by hackers, and simultaneous Copy Fail vulnerability create urgent risk. Learn facts and mitigation steps.
Step-by-step guide to overhauling Australia's NEM: split AEMO into operator and planner, transfer transmission to public ownership, redesign market rules, and implement phased transition. Based on a recent reform report.
Learn how to get federal EPBC approval for a large battery project in Australia, using the 400MW/4-hour system between two solar farms as a case study.
Learn to analyze the federal budget's fossil fuel failures and reform the Capacity Investment Scheme using expert insights from Tim Buckley. Step-by-step guide with data tools and advocacy tips.
Step-by-step guide to bypass planning rules that force gas connections in new homes. Learn how to get exemptions, design all-electric, and save costs in solar-rich states.
Step-by-step guide to replacing diesel gensets with battery storage for data center backup power, covering assessment, design, integration, and maintenance.
OpenAI's Daybreak and Anthropic's Glasswing are nearly identical in benchmarks and share three partners (Cisco, CrowdStrike, Palo Alto Networks). Key difference: Glasswing is a walled garden; Daybreak uses a tiered access model.
Anthropic's Claude Code agent view offers a unified terminal dashboard for managing multiple AI agent sessions. While it reduces friction, developers remain skeptical due to trust, reliability, and lack of deeper controls.
Red Hat's new AI skills repository gives agents 20 years of institutional memory, enabling them to act as seasoned administrators.
MinIO's MemKV is a context memory store that reduces AI recompute tax, achieving 95% better GPU utilization and 50% lower costs via petabyte-scale flash-based shared memory over 800GbE RDMA.
Fivetran's CPO explains why closed data ecosystems become expensive and ineffective as AI agents run more queries, advocating for open data infrastructure and semantic discipline.
Python list flattening techniques now include for loops, list comprehensions, itertools, recursion, and NumPy, offering efficient solutions for data science and general programming.
New interactive quiz tests Python developers on LEGB scope rule, a fundamental concept for resolving variable names. Includes quotes from experts and background on scope hierarchy.
Pydantic AI introduces type-safe LLM agents with structured outputs, validation retries, tool calling, and dependency injection, cutting errors and boosting production reliability.
Pydantic AI releases a Python framework for building LLM agents with type-safe validated outputs, eliminating raw string parsing and boosting reliability.
OpenCode, a new open-source AI coding agent, lets developers analyze and refactor Python projects from the terminal using conversational commands, supporting 75+ AI providers including free Gemini.