learning Archives

AppWizard

July 25, 2026

What Surrounds Us will make you think a lot about circles

What Surrounds Us is a game featuring a circle-shaped protagonist with a hole at its center, set in a vibrant world composed entirely of circular forms. Players navigate through three distinct regions, solving lightweight puzzles and acquiring new abilities, such as a powerful leap. The game includes challenges like a glitchy substance that obstructs paths. It offers minimal guidance, encouraging exploration and experimentation, with players learning through trial and error. The game features ambient music that enhances the atmosphere, and it can be completed in about three hours. It is available on PC via Steam.

Winsage

July 25, 2026

It’s impossible to recommend paid Windows cleanup utilities when Windows Sysinternals does everything for free

Many utility suites for Windows maintenance require a yearly subscription but often only aggregate basic tools. Users can achieve similar results without costs, as Windows manages routine maintenance effectively. Microsoft's Sysinternals suite offers advanced tools like Autoruns, which provides a comprehensive view of startup entries, and Process Explorer, which offers detailed process monitoring. SDelete securely deletes files beyond recovery, while RAMMap provides insights into memory usage without the risks of third-party applications. Although Sysinternals tools may lack polished interfaces, they deliver substantial functionality for users willing to learn how to use them.

AppWizard

July 25, 2026

Halo: Campaign Evolved’s motion blur is terrible. Just look at it

Disabling motion blur in Halo: Campaign Evolved can enhance gameplay, especially on handheld devices and lower-end systems where motion blur is pronounced. Players can disable motion blur by navigating to the settings menu, selecting the video tab, and finding the motion blur option. Disabling screen shake is also recommended for a more stable experience. For Nvidia graphics card users, DLSS provides a significant performance boost, outperforming FSR 3.0 in both frame rates and visual fidelity. FSR can still enhance performance on RX 9070 graphics cards, but using FSR Low with motion blur and low graphical settings can result in a poor experience. Higher settings are recommended for improved graphics and gameplay quality.

Winsage

July 25, 2026

It’s impossible to recommend paid Windows cleanup utilities when Windows Sysinternals does everything for free

Windows utility suites often charge a yearly subscription fee but frequently provide only basic functionalities like startup managers and process monitors. Many features can be accessed for free through Windows' built-in capabilities. Microsoft's Sysinternals suite offers powerful alternatives, such as Autoruns, which provides a comprehensive view of all startup locations, including registry keys and scheduled tasks. Process Explorer offers detailed insights into running processes, surpassing the standard Task Manager by displaying process trees and resource usage. SDelete securely deletes files by overwriting data multiple times, making recovery nearly impossible. While Sysinternals tools are powerful, they require a learning curve and deeper engagement compared to the polished interfaces of paid utilities. Sysinternals emphasizes functionality over marketing, proving that free tools can deliver exceptional performance without compromising quality.

AppWizard

July 23, 2026

A new expansion and the ability to be a crow wizard has me enjoying a 10-year-old action RPG for the first time

Grim Dawn is a polished action RPG developed by Crate Entertainment, celebrating its ten-year milestone. The recent expansion, Fangs of Asterkarn, introduces quality-of-life improvements, including full WASD movement support. The expansion also adds a new class, the berserker, which features a skill tree node for transformation into a werewolf. Grim Dawn offers a more relaxed gameplay experience compared to titles like Diablo 4. The game's ongoing development includes plans for Grim Dawn 2, as stated by founder Arthur Bruno. Fangs of Asterkarn is available on Steam.

AppWizard

July 22, 2026

3 Google updates from Galaxy Unpacked 2026

Gemini allows users to monitor task progress on their screens while multitasking across applications or letting it operate in the background. Users can intervene for adjustments before Gemini finalizes tasks and notifies them for review. Gemini Notebook, available on Samsung's latest foldable devices, enhances project management by allowing users to drag and drop various elements into a side-by-side workspace. It features a chat function for discussions about sources and enables users to create custom resources like slide decks, videos, flash cards, quizzes, and podcasts.

AppWizard

July 22, 2026

Promising Time-Loop Metroidvania Echo Weaver Arrives On Consoles And PC This October

Echo Weaver is set to launch on consoles and PC on October 8. The game features a time-loop mechanic and is described as "Metroidbrainia" by developer Moonlight Kids. Players take on the role of the last Weaver in a desolate world, navigating an expansive 2D map filled with puzzles and enemy encounters. Progression in the game relies on mastering specific mechanics rather than simply unlocking abilities. A digital preview is available for Game Informer subscribers. The game will be available on PS5, Xbox Series X/S, Switch 2, and PC.

Tech Optimizer

July 21, 2026

I Built My Second ETL Pipeline. This Time, I Started Thinking Like a Data Engineer

The author transitioned from a data analyst role to a data engineer, creating a 12-month self-study roadmap focused on learning by building projects. The first project was a GitHub ETL pipeline, which evolved from a simple Python script to a more complex system using SQLite and GitHub Actions for automation. The author realized that the challenges of data engineering lay in system design and orchestration rather than just writing ETL logic. For the second project, the author built an automated RSS ingestion pipeline to explore engineering decisions in creating a reliable data pipeline. The project emphasized the importance of separating application responsibilities from orchestration tasks, leading to the use of Docker for consistent execution environments and Kestra for orchestration. The author validated each component of the project incrementally: first the Python ETL, then PostgreSQL, followed by Docker, and finally Kestra. This approach ensured that each layer functioned correctly before adding complexity. The final architecture included distinct responsibilities for each component: Python for data processing, PostgreSQL for data storage, Docker for execution, and Kestra for orchestration. The author learned that effective engineering involves considering system reliability, error handling, and observability, shifting the focus from merely writing code to designing entire systems. The experience transformed the author's mindset, emphasizing the importance of incremental building and the separation of execution and orchestration responsibilities.

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.