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Android Bench 2.0 focuses on long-horizon tasks, agent evaluations
AppWizard
September 18, 2026

Android Bench 2.0 focuses on long-horizon tasks, agent evaluations

Google has released version 2.0 of Android Bench, which focuses on managing complex development tasks rather than minor adjustments. The new version evaluates tasks that may take engineers days or weeks to complete, such as adding features and building applications. A continuous scoring method has replaced the previous pass or fail system, assessing completion rates based on functionality, visual fidelity, and adherence to instructions. Various AI models have been tested, with GPT-6 Astra achieving a 28% pass rate, significantly lower than the previous scores around 90%. No model has achieved a 100% pass rate in porting cross-platform applications, with the best reaching 80%. AI performs better in writing new code than in refactoring existing code, facing challenges with architectural complexity and runtime validation. Android Bench utilized agents from model providers for evaluations and plans to incorporate various model combinations in future updates.
Windows Search's default indexing mode could be writing gigabytes to your SSD every day for a feature almost nobody uses
Winsage
September 17, 2026

Windows Search’s default indexing mode could be writing gigabytes to your SSD every day for a feature almost nobody uses

The search index on Windows 11 can contribute to storage bloat, with reported sizes varying significantly among users. The search index database, named Windows.db, is crucial for delivering quick search results and can grow dramatically, with some users experiencing sizes exceeding 200GB. A PowerShell script can be used to check the size of the Windows.db file. If the file size is unusually large, users can rebuild the search index through the Indexing Options in the Control Panel. Windows 11 has two indexing modes: Classic and Enhanced, which affect the size and number of indexed items. Classic mode indexes specific folders, while Enhanced mode indexes the entire PC. Excluding certain directories can help manage index size. Performance issues may arise on PCs with over 400,000 indexed items.
Ex-MS engineer reveals the story behind the infamous 'FCKGW' Windows XP key: 'Pirates started baking the key into images or just writing it on the CD with a Sharpie'
Winsage
September 16, 2026

Ex-MS engineer reveals the story behind the infamous ‘FCKGW’ Windows XP key: ‘Pirates started baking the key into images or just writing it on the CD with a Sharpie’

David Plummer, a former Microsoft engineer, was the primary author of Windows XP's Product Activation system, which included the infamous product key FCKGW. This key became widely used on pirated copies of the operating system. Plummer created the activation system by compressing and encrypting disc data, ensuring its security. The FCKGW key was specifically tied to certain data configurations, making it ineffective on standard XP CDs. A piracy group, Devils0wn, leaked a complete Windows XP Pro Corporate ISO and the valid FCKGW key just five weeks before the official launch, allowing unauthorized installations. Microsoft responded by blacklisting product IDs associated with the compromised keys in Service Pack 1 and blocking updates for installations using the FCKGW key in Service Pack 2. Valid, un-leaked Volume License Keys (VLKs) remained functional for years after the incident. Plummer noted that the media and the key were leaked before the product reached stores, preventing the intended hardware-binding from functioning.
Ashly Burch, voice of Horizon's Aloy and star of Mythic Quest, is currently obsessed with Slay the Spire 2 and thinks videogames have too many stoic characters: 'I want more sh*tty little b*tches'
AppWizard
September 13, 2026

Ashly Burch, voice of Horizon’s Aloy and star of Mythic Quest, is currently obsessed with Slay the Spire 2 and thinks videogames have too many stoic characters: ‘I want more sh*tty little b*tches’

Ashly Burch began her gaming journey with a Donkey Kong knockoff on her mother's typing practice computer and was significantly influenced by LucasArts' Day of the Tentacle. She gained recognition through the online sketch show Hey Ash, Whatcha Playin' and is known for her voice roles as Tiny Tina in Borderlands 2, Chloe in Life is Strange, Parvati Holcomb in The Outer Worlds, and Aloy in Guerrilla Games' Horizon series. Burch is currently working on a YouTube comedy series called I'm Happy You're Here, which aims to make mental health discussions more accessible. She is currently playing The Incident at Galley House, a detective game, and has uninstalled Fields of Mistria after spending many hours on it. Her Steam Deck still has Kentucky Route Zero installed, a game she hasn't finished due to its abstract nature. Burch has logged 270 hours in Slay the Spire and considers League of Legends, especially its ARAM mode, a game she will never uninstall. She uses Audacity for voice auditions and maintains a tidy desktop to support her creative process.
Tom Lane on the Architectural Decisions That Shaped 30 Years of Postgres
Tech Optimizer
September 11, 2026

Tom Lane on the Architectural Decisions That Shaped 30 Years of Postgres

Tom transitioned from image processing to database management, particularly contributing to the Postgres project. He was part of a group that created an open-source implementation of JPEG, leading to the development of libjpeg, where he served as the principal maintainer for about five years. NASA's Perseverance rover uses libjpeg, a fact discovered by Joe Conway through research. Tom noted that the widespread adoption of JPEG was due to its efficient compression and the availability of a free implementation, which aided its integration into early web browsers. His interest in Postgres was influenced by its liberal licensing model, similar to that of libjpeg. Tom's commitment to open-source projects stems from his passion for collaborative software development, which began during his graduate studies in the 1980s. His PhD focused on software architecture, shaping his approach to both image processing and database management.
silver Android smartphone
Tech Optimizer
September 10, 2026

8 Antivirus (Endpoint Protection) Software for Business: Our Top Picks by Use Case (2026)

If you hold Microsoft 365 E5, you have access to Microsoft Defender for Endpoint, which provides enterprise-grade endpoint protection at no additional cost. For organizations without a dedicated security specialist, Sophos is recommended for its user-friendly platform. CrowdStrike is suggested for those with a mature Security Operations Center (SOC) and sufficient budget. Other options include SentinelOne for mid-sized organizations needing automation, ESET for older hardware and virtual desktops, Avast Business for very small businesses, VIPRE for budget-conscious mixed estates, and Expel for tool-agnostic managed detection and response. Antivirus and EDR are now unified under a single agent, and organizations should inquire about update staging processes to avoid issues like those experienced in July 2024 with a major vendor's faulty content update. Independent tests from organizations like AV-Comparatives and AV-TEST are crucial for evaluating protection rates and false positives. Linux servers require attention as they are often targeted by ransomware. When deploying endpoint protection, avoid running two real-time agents simultaneously, activate prevention features promptly, and test deployments on critical applications first. Organizations should confirm their Microsoft licensing covers necessary features and ensure there is a plan for responding to alerts. Common pitfalls include neglecting identity management and failing to test response workflows before incidents occur.
Announcing new builds for 8 September 2026
Winsage
September 9, 2026

Announcing new builds for 8 September 2026

New Insider Preview builds for Windows 11 are being released for the Beta and Experimental channels, featuring enhancements aimed at improving user experience. 1. Cross-device resume improvements: Users can now continue browsing on their PC from where they left off on their phone, with options to open the webpage in the PC's default browser or install the phone's browser if not already present. 2. Narrator: The Narrator feature has been upgraded to include math reading and navigation support, enhancing accessibility for users who are blind or have low vision, especially in STEM fields. 3. Magnifier: The Magnifier tool now allows each display to maintain its own zoom level, enabling users to set different zoom percentages for multiple screens, improving comfort and clarity when working across different resolutions.
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