Tutorials, honest reviews, and lessons learned across tech, education, and everyday life.
by Tharun P KarunOpen-source maintainers are seeing a surge of AI-generated pull requests that compile but fail on architecture, maintainability, and security. Speed has gone up, but merge quality and reviewer bandwidth are under strain, exposing a growing gap between code generation and sustainable software development.
Read ArticleA Copilot Chat bug in Microsoft 365 pulled and summarized emails marked confidential, bypassing data loss prevention policies. Microsoft has deployed a fix, but the incident highlights new risks that come with AI assistants in the workplace.
Anthropic's Claude Opus 4.6 posts state-of-the-art scores across coding and reasoning benchmarks while debuting a 1M-token beta context window. Here is what changed, why long-context matters, and how new safety checks and developer features shape real-world use.
AI is fueling real investment and profits, but pockets of excess can still form. Here are five market signals that help distinguish durable growth from bubble risk, plus what is and is not flashing red right now.
In 2026, AI underpins the entire app lifecycle, from early ideation and UX design to coding, testing, personalization, analytics, and security. Businesses adopting AI-first workflows are shipping faster, engaging users more deeply, and building scalable, secure products while navigating new governance and data challenges.
Apple reaffirmed that new Siri features—personal context, rich in‑app actions, and on‑screen awareness—are coming this year. Here’s how users and developers can get ready now: configure privacy, build practical Shortcuts, and adopt App Intents so your workflows and apps benefit on day one.
You don’t have to wait for 2026 to feel the changes. This hands-on guide shows you exactly which Windows Insider channel to join and the step-by-step actions to try Microsoft’s new Sysmon integration, AI-powered Narrator descriptions, WebP desktop backgrounds, updated camera pan/tilt controls, and the revamped OneDrive sharing UI.
Attackers hammered Gemini with 100,000+ prompts—many in non‑English—trying to distill a cheaper clone. Here’s a hands‑on playbook to recognize extraction patterns, instrument your logs, set effective rate limits, harden outputs (without wrecking UX), and respond fast when you spot a campaign.
Utah is debating how much technology belongs in K–12 classrooms. This guide turns that conversation into a practical playbook: model policy clauses you can copy, device management settings to reduce distraction, teacher-centered lesson routines, AI guardrails, and metrics to prove what’s working.