cloud-based Archives

Tech Optimizer

September 2, 2026

Connecting My LangGraph AI Agent to Postgres

A stateful LangGraph agent was developed to streamline a 15-minute booking process, mimicking a customer service representative. It features a user-friendly Streamlit UI and a backend powered by a Postgres database. The agent can respond to customer queries, calculate service prices, manage acceptance or rejection of services, propose appointment time slots, and confirm booking details. The agent operates in two persistence modes: in-memory for quick testing and Postgres for durability. Testing can be conducted locally with Streamlit or using Docker to simulate a production environment. Docker allows the application to interact with a PostgreSQL server without local installation, enhancing reproducibility. The project includes a docker-compose.yml file to initiate a PostgreSQL container, and users can also utilize a cloud-based Postgres solution. The application behavior remains consistent regardless of the database setup. The complete source code is available on GitHub for testing and further enhancements.

Tech Optimizer

August 26, 2026

AVG Antivirus Review 2026: Is the Free Version Enough?

AVG AntiVirus Free has an overall rating of 4.2 out of 5 stars, with specific scores of 4.7 for protection, 4.3 for performance and features, and 3.5 for customer support. The software is available for free or can be purchased starting at .88 for the first year, with pricing verified in August 2026. It achieved a 99.77% malware detection rate with only four false alarms and offers features such as real-time protection and Ransomware Protection. However, customer support is rated lower, and there are upselling prompts after scans. AVG is owned by Gen Digital and has been in operation for over 35 years, originally founded as Grisoft in the Czech Republic. The free version includes essential features like File Shield, Behavior Shield, Web Shield, Email Shield, and Ransomware Protection, while some features like Enhanced Firewall and Fake Website Shield are exclusive to paid versions. AVG's performance on Windows 11 has been validated by independent tests, scoring 6/6/6 in AV-TEST and achieving a 96.3% offline detection rate in AV-Comparatives. The software is available across multiple platforms, including Windows, Mac, Android, and iOS. AVG's customer support includes email and phone options, with a reasonable response time. The software is safe to install when downloaded from official sources, and it has been recognized for its effectiveness in malware detection.

Winsage

August 21, 2026

Windows 11 26H2 will auto-enable Point-in-Time Restore by default, how to check yours

Microsoft is introducing the Point-in-Time Restore feature in Windows 11 26H2, which will be enabled by default. This feature allows users to create backup points for their PCs, enabling them to revert to a previous state, including applications, settings, and files. It uses the Volume Shadow Copy Service (VSS) to create backup snapshots while applications are in use and retains backups for up to 72 hours, generating new backups every 24 hours. The feature will be automatically activated for eligible systems with a Windows OS volume of 200GB or larger when Windows 11 26H2 is released, expected between late September and early October 2026. Users can manually enable it on smaller volumes, and enterprise administrators can block it via Group Policy.

Tech Optimizer

August 13, 2026

The best antivirus software to protect your computer in 2026

Bitdefender Total Security is currently the top recommendation for antivirus software, offering comprehensive protection for personal data and effective threat neutralization for an annual fee. Norton Antivirus Plus is a cost-effective option for a single device, while ESET Protect is suggested for business customers. Bitdefender is highlighted for its lightweight design and additional features like a built-in VPN. Norton Antivirus Plus includes essential features such as threat monitoring and cloud backup. Avira Free Security is noted as a strong free option with a robust malware scanner, while ESET Protect offers customizable security features for small- and medium-sized enterprises. The effectiveness of antivirus software remains significant despite improvements in operating system defenses. The choice between free and paid antivirus solutions depends on individual needs and desired protection levels.

AppWizard

August 12, 2026

3 Apps You Can Sideload On Android Auto

Transforming an old tablet into an Android Auto head unit involves activating developer mode and enabling "Unknown Sources" to sideload applications. Alternatively, third-party tools like Android Auto Apps Downloader (AAAD) can be used to integrate unofficial apps. Sideloading carries risks, as these apps are not officially vetted and may malfunction after system updates. CarStream is a sideloaded app that allows users to access YouTube on their car display without rooting their phone, making it useful during parked moments. Fermata Auto is an open-source media player that plays local media files from a phone or hard drive, ideal for offline use. Screen2Auto mirrors a phone's display onto the car screen, allowing access to any app, but should be used with caution while driving.

Winsage

August 10, 2026

Azure Arc-Enabled ESUs for Windows Server 2016 Now Available

Microsoft is offering Extended Security Updates (ESUs) for Windows Server 2016, which will provide critical security patches until January 2030, after the end of extended support on January 12, 2027. Organizations can enroll their Windows Server 2016 instances via Azure Arc to receive these updates without migrating to Azure. The ESUs are available through a pay-as-you-go pricing model, allowing flexibility for on-premises servers and other cloud platforms. By using Azure Arc, organizations gain access to Azure management tools for improved visibility and compliance. IT administrators should connect eligible systems to Azure Arc to manage ESU enrollment and compliance effectively. ESUs are intended as a temporary solution while businesses modernize applications and plan migrations to supported platforms.

Winsage

August 6, 2026

Windows 10 LTSC 2021 has five months before security updates cost extra

Microsoft has announced that support for Windows 10 Enterprise LTSC 2021 will end on January 12, 2027, coinciding with the release of a final security update. Organizations can enroll in the Extended Security Updates (ESU) program to maintain security updates beyond this date, which will cost per device in Year 1, with prices doubling each subsequent year until the program ends on January 8, 2030. ESU sales will start on September 1, 2026, and licenses are cumulative. The ESU program does not cover Windows 10 IoT Enterprise LTSC, which is supported until January 13, 2032. Organizations using Microsoft’s cloud-based update services can receive a 25 percent discount on the Year 1 price. As of July, 16.9 percent of monitored devices were still running Windows 10, with migration to Windows 11 stalling due to compatibility issues and hardware requirements.

Winsage

August 4, 2026

Get your hands on enterprise-grade tools for just $12 with this Windows 11 Pro deal (Reg. $200)

Windows 11 Pro is available for , down from its original price of 9, with a 25% discount using the code AUG25 until August 9. It includes features such as BitLocker Encryption, Hyper-V for virtual machine management, and Azure AD for identity management. The operating system also retains features like Snap Layouts and Copilot for productivity.

Winsage

August 3, 2026

Own Microsoft Office Professional 2021 for Windows for Just $33

Microsoft Office Professional 2021 for Windows is available for .97 until August 9, down from its regular price of 9.99. The suite includes Word, Excel, PowerPoint, Outlook, OneNote, Access, Publisher, and a free version of Microsoft Teams. It offers lifetime access on a single Windows PC and features significant performance enhancements and updated collaboration tools. The software is installed locally, allowing use without an internet connection for many tasks. It does not include continuous feature updates like Microsoft 365, providing a stable, perpetual version of the software.

Winsage

July 20, 2026

Windows Server Update Services buckle under Microsoft’s metadata mountain

Microsoft's Windows Server Update Services (WSUS) is facing significant challenges, particularly with existing deployments experiencing synchronization issues described as "sync purgatory." The problems stem from "severe degradation" due to a "buildup of publishing metadata," leading to slow synchronization processes and timeouts. This issue is not related to the recent Patch Tuesday update but has seen a "heightened impact" since July 13, 2026. Although WSUS is a critical tool for managing updates in enterprise environments and remains supported, Microsoft has recommended transitioning to alternative solutions, especially cloud-based options, since October 2024. Many administrators continue to rely on WSUS, which poses risks of failed synchronization and potential vulnerabilities. As of now, Microsoft has not provided a workaround for affected servers but has implemented a mitigation for new installations as of July 18. Existing servers are still experiencing difficulties, and Microsoft is working on solutions to help remove problematic metadata. The issue affects nearly all desktop and server operating systems supported by WSUS, including Windows 11 26H1 and older versions like Windows 10 1607 and Windows Server 2012. Administrators currently have limited options and must monitor the situation as it develops.