risk Archives

Tech Optimizer

July 7, 2026

The TechBeat: How Small Postgres Metadata Tables Quietly Throttle Your Largest Queries (7/6/2026)

- Websites detect VPN usage through factors like IP reputation, DNS leaks, WebRTC, and browser fingerprints, with strategies to mitigate tracking. - Slow Postgres dashboards may be caused by stale metadata statistics rather than the fact table, with solutions provided to rectify these issues. - Spec-driven development enhances the reliability of AI coding agents through structured specifications, workflows, reusable skills, and proof. - A comparison of usage-based billing platforms for 2026 includes Credyt, Metronome, Orb, Lago, Stripe Billing, and Chargebee. - Loop Engineering is a rising trend in AI workflows expected to dominate in 2026, though challenges may accompany it. - ONLYOFFICE released version 3.7 of DocSpace Developer, introducing AI file generation, new webhook events, expanded plugin tools, and enhanced form workflows. - ANY.RUN's data inspection tool offers SOC teams comprehensive browser visibility for quicker phishing investigations. - AI systems are reducing obvious hallucinations, but deeper structural failures remain a risk for professionals. - A vendor audit revealed supply chain vulnerabilities in AI, including unpinned models and the use of trust_remote_code=True. - Developers using OpenAI Codex should avoid overloading a single conversation with tasks to maintain performance, recommending the use of subagents. - Barriers to AI adoption are not purely technological, as shared by insights from discussions with 500 individuals. - Guidance on creating production AI agent loops emphasizes state management, tool governance, evidence verification, and domain-specific controls. - Dawnguard launched a security architecture automation platform with million in pre-seed funding to address AI code vulnerabilities. - The AI boom is driven by complex memory architecture rather than GPUs, influencing consumer electronics pricing strategies. - The origins of functional programming trace back to John McCarthy's practical needs for differentiating expressions. - A guide for AI startup founders addresses common pitfalls in understanding AI agents and the autonomy trap for developing reliable systems.

Winsage

July 6, 2026

Microsoft just broke custom folder icons in Windows, and the reason is a bug from 2003

Microsoft has updated Windows to stop trusting untrusted desktop.ini files, a change aimed at addressing a long-standing security vulnerability that has existed since 2003. This decision affects the display of custom folder icons, as Windows will now ignore customization metadata from potentially unsafe sources. Users can still use custom folder icons if the desktop.ini file and icon resources come from trusted locations. A workaround allows users to manually create a desktop.ini file with the desired icon while following new security protocols.

Winsage

July 6, 2026

My plea to Xbox fans of the divested studios — put your money where your mouth is

The Xbox community is reacting to the announcement of a restructuring that will eliminate 3,200 roles within Xbox. CEO Asha Sharma has introduced a strategy to mitigate losses, with Compulsion Games and Double Fine operating independently, while Ninja Theory and Undead Labs will seek new publishing partners. No projects have been canceled, and no studios have closed. State of Decay 3 is no longer required to launch on Xbox Game Pass, which may also apply to future Ninja Theory projects. Undead Labs must decide whether to launch titles on Xbox Game Pass or independently. Players are encouraged to support studios by purchasing games at retail prices. State of Decay 3 is gaining popularity on the Steam Most Wishlisted games list, highlighting interest in mid-sized and experimental games. The success of these studios now depends on community support.

AppWizard

July 5, 2026

Weekend PC Game Deals: Final week of Steam and GOG Summer Sales

Epic Games is currently offering free titles, River City Girls 2 and I Have No Mouth, and I Must Scream, until July 9. The Humble Store has launched a new bundle featuring games like SuperTaxCity and Treasure Tiger, with additional games available for a payment. The Summer Games Done Quick 2026 bundle includes titles such as Grandma, No and DUSK, with a complete package offering more games. The Steam Summer Sale is ongoing, featuring new big deals, while the GOG store is in its final week of a DRM-free summer sale. Availability and pricing may vary by region.

Winsage

July 5, 2026

Windows 11 version 26H2 is packed with surprising upgrades, and these 7 features might change how you use your PC

Microsoft has confirmed that Windows 11 version 26H2 will be released in the latter half of 2026, transitioning to a streamlined servicing model with a small enablement package instead of a full installation. Key features expected in this update include: 1. A revamped Copilot that enhances search experiences with AI assistance. 2. Customization options for the Taskbar, allowing repositioning and size adjustments. 3. An option to disable web results in Windows Search for a more focused experience. 4. Improved control over Windows Update, including the ability to pause updates for up to 35 days. 5. An Administrator Protection feature that creates temporary accounts for administrative tasks to enhance security. 6. A modern design refresh for the Run dialog box, featuring rounded corners and a "recent commands" section.

Tech Optimizer

July 3, 2026

Percona & HexaCluster team up on database migrations

Percona has formed a strategic alliance with HexaCluster to assist organizations in migrating from proprietary databases to open-source alternatives, specifically PostgreSQL, MySQL, and MariaDB. The partnership combines Percona's migration assessment and production support with HexaCluster's migration software for diverse database environments. The migration process will begin with a comprehensive assessment by Percona to outline the scope and plan the transition. Percona will lead the migration efforts, while HexaCluster will provide software solutions for complex migrations. This collaboration aims to help enterprises reduce costs associated with proprietary databases and minimize risks during migration. HexaCluster specializes in PostgreSQL migration and offers tools for migration assessment, schema conversion, data migration, and live replication. Percona supports various database systems and emphasizes open-source solutions to give organizations more control over their data infrastructure.

Tech Optimizer

July 3, 2026

Best Antivirus for Windows XP: Options That Still Work

Finding a reliable antivirus solution for Windows XP is challenging due to the lack of support since 2014. Major antivirus vendors have withdrawn compatibility, leaving limited options. Panda Security continues to support Windows XP with its Panda Dome antivirus, which offers real-time protection and a cloud-based engine. Antivirus software can block known malware, flag suspicious activity, and stop recognized threats, but it cannot patch the operating system itself. Users have fewer choices for protection as new vulnerabilities emerge. Several antivirus tools compatible with Windows XP include: - Panda Dome: Actively maintained, offers real-time protection, free and paid plans available. - Avast (v18.8): Limited support, last updates in October 2024, free legacy version only. - AVG (v9): Discontinued in 2019, operates offline, free legacy version only. - ClamWin: Open-source, actively maintained, no real-time protection, free. - 360 Total Security: Active legacy version, multi-engine approach, real-time protection, free and premium options. - Malwarebytes (legacy): Only older versions support XP, best as a supplement, free legacy version. - VirIT eXplorer Lite: Actively maintained, free lite version with real-time protection. Choosing the right antivirus requires consideration of internet connectivity, hardware age, update status, and whether to use free or paid options. For most users, Panda Dome is recommended for its active support and real-time protection. To enhance security on Windows XP, users should keep machines offline when possible, use ad blockers, be cautious with emails and links, avoid fake antivirus downloads, transfer files via USB from modern computers, and keep third-party software updated.

Tech Optimizer

July 3, 2026

Hackers Use Fake VLC Executable and Malicious libvlc.dll to Deploy ValleyRAT

Cybercriminals are using a sophisticated method to bypass security measures by embedding malware within the VLC media player. This campaign exploits VLC to install ValleyRAT, a remote access trojan, through phishing emails that contain links to download a seemingly harmless file. Once the file is opened, it activates a hidden backdoor that evades detection by antivirus solutions. The malware has been active since 2023, with a significant increase in activity noted through 2025 and into 2026, particularly targeting Chinese and Japanese-speaking users. The infection process begins when a victim clicks a link in a phishing email, leading to a ZIP archive containing a disguised executable and a malicious DLL (libvlc.dll). The executable mimics a legitimate VLC file, and when executed, it loads the DLL, allowing the malware to run under the guise of VLC. The malware establishes persistence by creating a registry entry and connects to a remote server to retrieve the final payload. ValleyRAT employs evasion tactics to avoid detection, such as performing checks on system behavior and using a fileless approach to inject its payload directly into memory, avoiding storage on disk. Researchers recommend training employees to recognize suspicious filenames and deploying endpoint detection tools to identify DLL sideloading behavior. For organizations affected by this campaign, isolating compromised systems and reviewing security logs are critical initial steps. Indicators of compromise include a malicious email domain, a ZIP archive containing a fake VLC executable, and a download URL for ValleyRAT.

Tech Optimizer

July 3, 2026

Why identity theft protection now matters just as much as antivirus

Cybercrime has shifted focus from targeting individual devices to stealing credentials and personal data for identity theft. In 2024, consumer losses due to fraud reached billion, a 25% increase from the previous year, with over a million identity theft reports filed. Stolen passwords and session cookies are central to most breaches, making credential theft the primary enabler of attacks. Password reuse is a significant vulnerability, with 65% of individuals reusing passwords, leading to increased risk of account takeovers through credential stuffing. Bitdefender offers features like Scam Protection Pro, which protects against fraud across email, chat, and SMS, and identity monitoring in Ultimate Security that alerts users to data leaks in real-time. In 2025, researchers identified approximately 2 billion unique leaked credentials, emphasizing the need for identity protection alongside traditional antivirus solutions.

AppWizard

July 2, 2026

Former Call of Duty frontman launches new studio with a ‘Stop Killing Games’-style mission statement: If the game bombs, it goes open source

Robert Bowling, former strategist of the Call of Duty franchise, has co-founded a new studio called //18.bravo after the closure of his previous venture, Midnight Society, in 2025. The studio aims to foster a collaborative environment by aligning leadership compensation with employee success and introducing a royalty program for employees and profit-sharing with external talents. //18.bravo's debut project will not support live service models, focusing instead on creating a sustainable gaming experience with dedicated servers and optimized peer-to-peer architecture. This approach prioritizes longevity over immediate financial success, addressing gamer concerns about game shutdowns.