Jonqui Stack

Jonqui Stack

Your source for technology insights, tutorials, and guides.

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Latest Articles

Mastering Pull Request Performance: Strategies for Handling Large Diffs

GitHub improved PR review performance for large diffs by optimizing diff-line components, adding virtualization, and enhancing foundational rendering, reducing heap and DOM over 1GB and 400k nodes.

2026-05-13 15:48:05 · Web Development

How eBPF Prevents Deployment Disasters at GitHub

GitHub uses eBPF to monitor and block network calls that could cause circular dependencies during deployments, ensuring safer rollouts even during outages.

2026-05-13 15:47:43 · Open Source

Java 25 Debuts Standard Key Derivation API to Fix Longstanding Security Gap

Java 25 introduces a standardized Key Derivation Function (KDF) API, ending reliance on third-party libraries for cryptographic key derivation, improving security and developer productivity.

2026-05-13 15:46:20 · Programming

Java Virtual Thread Pinning Remains a Scalability Threat; JDK 24 Update to Eliminate Common Blockers

Java virtual threads face scalability issues from pinning in synchronized blocks. JDK 24 resolves key scenarios but developers must adopt best practices like using ReentrantLock and JFR monitoring.

2026-05-13 15:45:55 · Education & Careers

Code Repetition Slashed: VS Code Snippets Let Developers Insert Full Code Blocks with a Few Keystrokes

VS Code's custom snippet feature lets developers replace repetitive typing with short triggers, boosting productivity by up to 30%. Experts share creation tips and best practices.

2026-05-13 15:45:33 · Programming

Critical Java ByteBuffer Conversion Warning: Developers Must Avoid Common Pitfall in NIO Operations

Java experts warn against using ByteBuffer.array() without safeguards; recommend get() for safe, exception-free conversion between ByteBuffer and byte array.

2026-05-13 15:45:05 · Education & Careers

Hibernate Date Queries Expose Critical Logical Flaw: Expert Recommends Half-Open Intervals

Learn why using BETWEEN for Hibernate date queries can miss data and how half-open intervals with >= and < provide a robust solution for enterprise apps.

2026-05-13 15:44:45 · Finance & Crypto

April 2026 Patch Tuesday: Record-Breaking Security Updates from Microsoft, Adobe, and Google

April 2026 Patch Tuesday: Microsoft fixes 167 flaws including SharePoint zero-day and Windows Defender 'BlueHammer'; Adobe and Google also patch actively exploited vulnerabilities. AI drives surge in reports.

2026-05-13 15:42:47 · Cybersecurity

Scattered Spider's 'Tylerb' Pleads Guilty: Inside the Cybercrime Group's Massive SMS Phishing and Cryptocurrency Theft

British cybercriminal Tyler 'Tylerb' Buchanan pleads guilty to wire fraud and identity theft for Scattered Spider's 2022 SMS phishing attacks on tech giants, stealing millions in crypto.

2026-05-13 15:42:26 · Cybersecurity

Brazil's DDoS Protector Infected: How a Security Firm's Breach Fueled Attacks on Local ISPs

A Brazilian anti-DDoS firm's CEO SSH keys were exposed online, revealing a botnet used to attack local ISPs. The CEO claims a competitor breach.

2026-05-13 15:42:01 · Cybersecurity

Large-Scale Cyberattack on Canvas Platform Disrupts Education Nationwide

A cyberattack on Canvas by ShinyHunters disrupted U.S. schools amid final exams, with a ransom demand threatening to leak 275 million users' data. Instructure took the platform offline, investigating the breach.

2026-05-13 15:41:40 · Cybersecurity

May 2026 Patch Tuesday: AI-Assisted Vulnerability Discovery Drives Record Bug Fixes

May 2026 Patch Tuesday sees Microsoft fix 118 flaws, no zero-days; AI tool Project Glasswing helps Apple, Mozilla find record bugs across platforms.

2026-05-13 15:41:20 · Technology

Understanding Log Detective in Packit: A Comprehensive Guide

Guide to Log Detective in Packit: automated analysis of failed Koji builds, no setup needed, results in dashboard, limitations explained.

2026-05-13 15:38:03 · Software Tools

5 Critical Blind Spots in AI Security: What the Claude Attacks Reveal

The Claude AI attacks reveal a systemic confused deputy flaw, not isolated bugs. Learn five critical insights including flat authorization planes, SCADA targeting, Chrome exploits, and OAuth hijacks.

2026-05-13 15:35:36 · Software Tools

10 Reasons Why Perceptron Mk1 Is Revolutionizing Video AI at a Fraction of the Cost

Perceptron Mk1 is a highly performant, low-cost video analysis AI model (80-90% cheaper than Anthropic/OpenAI/Google) with superior spatial and temporal reasoning, enabling real-time video understanding for multiple enterprise applications.

2026-05-13 15:35:09 · Software Tools

8 Critical Facts Every Enterprise Must Know About the Shai-Hulud Worm Attack

Mini Shai-Hulud worm compromises npm/PyPI packages, harvests credentials, persists via project files, and exploits OIDC misconfigurations to bypass security controls.

2026-05-13 15:34:34 · Finance & Crypto

How Early Humans Mastered the Container: A Prehistoric DIY Guide

Learn how early humans created the first containers—slings, ostrich eggs, wooden trays—with this prehistoric DIY guide, covering materials, steps, and tips.

2026-05-13 15:33:02 · Science & Space

How to Detect an Emerging Tectonic Plate Boundary: A Field Guide from Zambia’s Hot Springs

Step-by-step how-to detect a new tectonic plate boundary using noble gas analysis from hot springs, based on the Zambia discovery of mantle-derived gases indicating a possible continental rupture.

2026-05-13 15:32:28 · Science & Space

A Step-by-Step Guide to Demystifying Particle Physics Fields

A step-by-step guide to understanding fields in particle physics, from classical magnetism to quantum fields, with clear analogies and practical tips.

2026-05-13 15:32:01 · Science & Space

How to Request AI Usage Records from UK Public Bodies

Step-by-step guide on using FOI to request AI usage records from UK public bodies, citing the New Scientist ChatGPT logs precedent.

2026-05-13 15:31:37 · AI & Machine Learning