analyze Archives

Winsage

August 7, 2026

Microsoft admits it force-installed AI-powered OneDrive on Windows 11, says it’s not training on your faces (really)

Microsoft has confirmed that it has force-installed the OneDrive Photos app on Windows 11 PCs, including enterprise devices managed through Intune, despite the app being designed for personal Microsoft accounts only. IT departments can either remove OneDrive entirely or keep both the sync client and the new app. Microsoft acknowledged the unintended rollout but has not provided further clarification. The OneDrive Photos app features an AI-enhanced "People" feature, which is disabled by default and does not analyze photos stored solely on users' PCs. Face grouping occurs only in the cloud on images stored in OneDrive, and any data collected is deleted within 30 days if the feature is turned off. Users currently cannot remove the app independently; doing so requires the complete removal of OneDrive. An update is expected to allow users to uninstall the OneDrive Photos app separately.

Tech Optimizer

August 7, 2026

I’ve found the best antivirus software to protect your PC in 2026

The Independent and Yahoo will earn a commission from purchases made via links in this article. Pricing and availability are subject to change. Windows 11 includes Microsoft's built-in Defender, but its security measures are basic. Effective antivirus solutions provide comprehensive threat analysis, advanced malware protection, and additional privacy features such as VPNs and password managers. No antivirus can protect against every threat, so users should download applications from trusted sources and use strong, unique passwords. The best antivirus apps for 2026 include: - Bitdefender Total Security: £42.49 for the first year, rated 5/5, includes a limited VPN, offers multi-device coverage, excellent malware detection, and built-in tools for phishing and ransomware protection. - Malwarebytes Plus: £29.99 annually for the basic package, rated 4/5, includes a VPN in the 'plus' bundle costing £49.99, focuses on malware removal and identity protection features. - McAfee Premium: Rated 4/5, includes unlimited VPN, compatible with various platforms, offers a firewall, ransomware protection, and AI-powered scam detection. - F-Secure Total: Rated 4/5, includes a password manager and deep scanning capabilities, but the basic plan covers only a single device. - Sophos Home Premium: Rated 4/5, allows coverage for up to ten devices under one subscription, features real-time scanning and parental controls, but does not include a password manager. Most antivirus applications offer free trials. The testing involved installing each application on a Windows 11 PC and conducting scans, while also reviewing reports from independent security testing labs.

Winsage

August 6, 2026

Windows 11 could soon get significantly faster with Microsoft’s new performance tools

Microsoft has introduced a preview of the Event Tracing for Windows Model Context Protocol (ETW MCP) to enhance Windows performance analysis. This server integrates artificial intelligence to streamline the analysis of Windows Event Tracing (ETW) logs. The ETW MCP allows developers to use tools like GitHub Copilot to examine Event Trace Log (ETL) files, answer queries about the logs, and identify performance issues without manual data sifting. The MCP provides structured, read-only access to processed trace information, enabling developers to query insights such as CPU usage and execution paths. Current features of the ETW MCP include trace processing, querying, multi-trace comparison, symbol-aware analysis, critical path analysis, and regions of interest. The ETW MCP is designed for headless environments and automation, while a forthcoming WPA MCP will provide similar AI-assisted analysis within a graphical interface. The ETW MCP preview is available as the Microsoft.Windows.EventTracing.MCP NuGet package, and Microsoft is seeking developer feedback for further enhancements.

AppWizard

July 29, 2026

Capcom expects 95% of its game sales to be digital in the next year, and it’s pretty much already there thanks largely to PC gaming

Capcom's financial report indicates that over 93% of its game sales are now digital, with expectations for this figure to increase. In the period from April to June 2026, Capcom sold 1.6 million physical games and 22.2 million digital games. The company classifies sales of game-key cards for the Switch 2 as digital transactions. The trend toward digital sales is evident, with industry analysts suggesting that physical media is becoming less relevant.

Tech Optimizer

July 28, 2026

Migrate self-managed PostgreSQL to Amazon RDS using the RDS console

Running PostgreSQL on Amazon EC2 requires users to manage operational tasks such as patching, backups, and security. Migrating to Amazon RDS for PostgreSQL or Amazon Aurora PostgreSQL-Compatible Edition offers a fully managed service that automates these tasks, allowing development teams to focus on application development. The migration process uses the auto-migration feature in the Amazon RDS console, supported by AWS Database Migration Service (AWS DMS), which facilitates PostgreSQL-to-PostgreSQL migrations using native tools for accurate schema mapping and faster migration. The migration can be executed using various methods, including pg_dump/pg_restore, manual AWS DMS tasks, or third-party tools, with the RDS console approach being preferred for its reliability and minimal setup effort. AWS DMS supports three replication modes: full load, CDC only, and full load + CDC, with the migration duration depending on database size and network throughput. Prerequisites for migration include having a source PostgreSQL 10.4+ on Amazon EC2, a target RDS for PostgreSQL or Aurora PostgreSQL, proper IAM roles, stored credentials in Secrets Manager, and appropriate networking configurations. Considerations include unsupported objects, potential issues with sequence values, and the need to avoid schema changes during CDC. The migration involves preparing the source database, creating necessary users and permissions, and executing the migration through the RDS console. Post-migration, it is essential to verify data integrity, optimize performance by updating statistics and rebuilding indexes, and implement security best practices such as disabling the DMS user and enforcing SSL/TLS connections. Common troubleshooting errors during migration include permission issues, incorrect WAL levels, and connection refusals, each with specific resolutions. Finally, to avoid ongoing charges, it is recommended to clean up resources created during the migration process, including deleting the DMS migration task, logical replication publications, Secrets Manager secrets, and the target RDS/Aurora instance.

Tech Optimizer

July 23, 2026

Optimizing PostgreSQL on Azure directly in Visual Studio Code

Poor database performance can lead to missed SLAs, delayed releases, customer dissatisfaction, and lost revenue. Microsoft has enhanced PostgreSQL on Azure, transforming it into a fully managed platform that meets enterprise demands. Azure Database for PostgreSQL and the new Azure HorizonDB offer significant performance improvements, with HorizonDB being three times faster than self-managed PostgreSQL. The PostgreSQL extension for Visual Studio Code integrates performance management into development workflows, providing tools for managing PostgreSQL throughout its lifecycle. Key features include a server metrics dashboard that displays performance indicators, Azure Advisor recommendations for actionable insights, improved query plan visualization, and AI-assisted query analysis. The extension also enhances schema design and query formulation experiences, ensuring secure and governed interactions with PostgreSQL. Azure HorizonDB is in public preview, designed for AI-native workloads. These advancements aim to reduce friction, enhance clarity, and enable faster actions for enterprise teams managing PostgreSQL at scale.

AppWizard

July 23, 2026

Smoother scrolling: How we halved scroll jank in Chrome on Android

In Chrome's multi-process pipeline, delays can disrupt visual fluidity, leading to missed deadlines and stuttering scrolls. The complexity of the input-rendering pipeline makes it challenging to identify the causes of scroll jank. Comprehensive instrumentation has been implemented to analyze the pipeline from input generation to GPU buffer presentation. Perfetto trace events are used to visually analyze each stage during scroll updates to identify irregularities contributing to scroll jank, with the goal of enhancing performance and reliability for a seamless browsing experience.

Tech Optimizer

July 23, 2026

Simplify AI agent orchestration with Lakebase Postgres

The auditing process has traditionally been labor-intensive, requiring extensive document reviews. CLA (CliftonLarsonAllen LLP) partnered with the Databricks Forward Deployed Engineering team to develop a document processing application that reduces extraction time from hours to minutes while maintaining quality. The application is built on the Databricks platform, utilizing technologies like Lakebase Postgres, Databricks Apps, Lakeflow Jobs, MLflow, and Unity Catalog Volumes. The application addresses challenges in document parsing, including unpredictable per-task latency, rate-limit-aware throttling, workload prioritization, cost attribution per task, and real-time progress visibility. It eliminates the need for multiple specialized systems by integrating components such as a web application for user interaction, Lakebase for state management, an orchestrator for task management, and AI agents for document processing. The task queue is supported by two Postgres tables in Lakebase, tracking task status and execution attempts. Concurrency safety is ensured through a locking mechanism, and crash recovery is facilitated by lease-based locking. The orchestrator implements rate-limit-aware throttling and idempotent webhook callbacks to manage task processing effectively. An operator dashboard provides real-time metrics on task status, agent performance, and workload costs, with live updates through Postgres LISTEN/NOTIFY events. Cost attribution is managed at the application level, allowing for detailed monitoring of expenditures. Lakebase enhances the orchestration process with features like autoscaling compute, OAuth-rotated authentication, Unity Catalog integration, and support for branching and snapshots.

Tech Optimizer

July 21, 2026

Advanced Threat Protection: How AI Transforms Enterprise Security

An attacker is testing stolen passwords against a company with inadequate firewall protection, highlighting the flaws in traditional security measures. Modern attacks, including ransomware and phishing, have evolved, necessitating advanced threat protection (ATP) that incorporates artificial intelligence (AI) for improved threat detection and response. AI-driven ATP identifies attacks that conventional tools miss, such as fileless malware and targeted phishing, by learning normal operating patterns and flagging deviations. Traditional security relies on known malware signatures, which are ineffective against zero-day attacks and polymorphic malware that changes its identity. Cloud misconfigurations and hybrid security gaps further complicate security. AI enhances detection by focusing on malicious behaviors rather than just file signatures, allowing for rapid identification of threats. Automated incident response can isolate affected endpoints and terminate malicious processes quickly. Behavioral analytics and threat intelligence integration improve ATP effectiveness by understanding user behavior and recognizing attack patterns. AI-powered ATP significantly reduces breach containment time and false positives, shifting the focus from reactive cleanup to proactive prevention. Best practices for maximizing ATP include integrating it into existing security operations, keeping machine learning models updated, and regularly testing defenses against real-world threats.

Tech Optimizer

July 21, 2026

Advanced Threat Protection: How AI Transforms Enterprise Security

An attacker is testing stolen passwords against a company that incorrectly believes its firewall is sufficient protection. Traditional defenses have become inadequate due to the speed and sophistication of modern attacks, including ransomware groups renting tools and phishing kits being easily accessible. Advanced threat protection (ATP) was designed to address these challenges, especially with the integration of artificial intelligence (AI). AI-powered ATP identifies attacks that conventional tools overlook, such as fileless malware and targeted phishing attempts, by learning the normal behavior of an organization’s environment and flagging anomalies. Traditional security relies on identifying known malware through established fingerprints, which fails against novel threats like zero-day attacks and polymorphic malware. The rise of remote work and cloud services has introduced new risks due to misconfigurations and inconsistent security rules. AI enhances threat detection by focusing on malicious behavior rather than matching files against known threats, allowing for rapid detection and automated incident response. Behavioral analytics establishes a baseline for users and devices, flagging deviations that may indicate insider threats or credential theft. Integrating threat intelligence provides insights into emerging threats and helps prioritize alerts. AI-driven ATP can contain breaches faster, significantly reducing the financial impact and dwell time of attackers. Best practices for maximizing ATP include integrating with security operations, ensuring comprehensive coverage, updating models regularly, conducting real-world testing, securing AI systems, and maintaining human oversight.