startups Archives

Winsage

September 22, 2026

Microsoft Defender is causing slow VLC startups. Here’s the fix

Recent investigations have shown that a specific update to Microsoft Defender has caused performance issues for VLC Media Player, particularly a slowdown in startup times. Jean-Baptiste Kempf, a VideoLAN developer, attributed this sluggishness to a bug in the Microsoft Defender update, which quarantined VLC's plug-in cache. The problematic Defender signature update is version 1.455.50.0, linked to Windows Update KB5121003 released on August 11th. Users can reset the plug-in cache to improve performance by either reinstalling VLC or using the built-in functionality to regenerate the cache with vlc-cache-gen.exe. Alternatively, users can reset preferences and cache files by searching for "VLC" and selecting the reset option. Microsoft has not yet provided a fix for these issues, and users may need to set an exclusion in Microsoft Defender for VLC Media Player to prevent unnecessary scans, enhancing its performance.

AppWizard

September 14, 2026

Google opens Android beta testing for Google Drive

Google has launched a public beta program for its Google Drive app on Android, allowing users to explore pre-release versions of the application through the Google Play Store. This is the first time Google has offered beta testing for the Google Drive app on Android, enabling users to access early features and provide feedback to influence the final product.

AppWizard

September 14, 2026

How to Convert a Website or AI-Built Web App into a Play Store-Ready Android App in 2026

Native App AI simplifies the process of converting websites or AI-generated web apps into Android applications ready for the Play Store without needing to rebuild from scratch. It allows users to input a website URL, customize the app's features, and generate APK and AAB files for testing and publishing. The platform supports various features such as push notifications, AdMob monetization, deep linking, and custom branding. It also assists in preparing necessary information for Google Play, ensuring compliance with policies and technical requirements. This service is beneficial for SaaS companies, startups, e-commerce ventures, and creators who have existing web products.

AppWizard

August 5, 2026

Why Running Your Own Minecraft Server Is Still Worth It in 2026

In 2026, players have three primary options for hosting Minecraft servers: self-hosting on personal computers, free hosting services, and paid hosting plans. Self-hosting offers complete control but requires maintenance and can lead to performance issues as player numbers grow. Free hosting is suitable for casual play but has limitations like restricted RAM and player slots. Paid hosting provides dedicated resources, DDoS protection, automatic backups, and technical support, making it a reliable choice for larger communities. Owning a server allows for customization of game settings, mods, and player access, enhancing the gaming experience. However, self-hosting can expose users to security risks and requires network configuration. Upgrading to paid hosting is advisable for those needing more resources, reliability, and support.

Winsage

July 14, 2026

Secure Boot certificate updates are broken on some PCs, Microsoft confirms

Microsoft has acknowledged that several older Secure Boot certificates have expired, necessitating updates for Windows 10 and 11 users. A temporary halt in the issuance of new Secure Boot certificates affects specific PCs, particularly various HP models. Most PCs will receive updates automatically through Windows Update, but some may require a firmware update from the manufacturer. Users may see messages indicating that Secure Boot certificate updates are paused or blocked due to known issues or hardware/firmware limitations. Until manufacturers like HP release necessary firmware updates, users cannot update their Secure Boot certificates. Although the immediate risk from expired certificates is low, it is expected to increase over time. Devices with un-updated Secure Boot certificates will continue to function normally, but they will not receive new security updates, making them vulnerable to emerging threats. Essential features that rely on updated security measures may cease to function correctly as new security challenges arise.

Tech Optimizer

July 12, 2026

What Is Serverless PostgreSQL?

Serverless PostgreSQL is a fully managed cloud database model that separates compute and storage, allowing them to scale independently and automatically based on demand. It eliminates the need for manual infrastructure provisioning and capacity planning, charging only for active usage. Unlike traditional PostgreSQL setups, which require continuous resource allocation and manual scaling, serverless PostgreSQL provisions resources on demand and can scale down to zero during idle periods. Serverless PostgreSQL integrates with serverless compute platforms, enabling analytical queries to access the same data within a unified architecture. Key differences between traditional and serverless PostgreSQL include manual versus automatic provisioning and scaling, fixed versus usage-based billing, and high versus reduced operational overhead. Lakebase architecture is an emerging model that combines transactional databases with lakehouse foundations, allowing operational and analytical workloads to coexist on a single platform. This architecture minimizes data duplication and simplifies access, enhancing data management and analysis. Serverless PostgreSQL operates on a cloud-native architecture that enhances efficiency by allowing compute and storage to scale autonomously. It features scale-to-zero behavior, where compute resources are suspended when inactive and reactivated upon new queries. Major providers include Databricks Lakebase, Amazon Aurora Serverless v2, and Neon, each offering varying capabilities and integrations. Pricing for serverless PostgreSQL typically includes charges for compute resources, storage, and data transfer, with costs fluctuating based on workload activity. Cold start latency is a performance consideration, as reactivating compute resources can introduce delays. Strategies to mitigate this include keeping resources partially active or selecting providers with minimal cold start impacts. Serverless PostgreSQL is well-suited for OLTP workloads, while lakebase architecture is better for AI development, variable workloads, and environments requiring rapid iteration. Setting up serverless PostgreSQL involves choosing a provider, creating a database instance, and configuring access settings. It can also be used alongside serverless compute platforms for analytics, further extending its capabilities.

Winsage

July 10, 2026

Microsoft’s new Windows 11 recovery tool is the ultimate Undo button

On July 19, 2024, at 12:09 AM EDT, 8.5 million Windows PCs, including devices from half of the Fortune 500 companies and the leading U.S. cybersecurity agency, experienced a catastrophic failure due to the Blue Screen of Death, leading to reboot loops. IT teams had to physically access each machine to resolve the issue by removing a problematic CrowdStrike file. CrowdStrike released an automated remediation tool three days later, on July 22. Microsoft pledged to improve Windows' resilience, introducing Quick Machine Recovery nearly a year later. Microsoft unveiled a new recovery feature called Point-in-time Restore, which allows users to revert their PCs to a previous state when functioning correctly. This feature generates daily snapshots of the entire system using the Volume Shadow Copy Service, retaining the three most recent snapshots and consuming minimal disk space (typically 2% of the system drive). Users can access the restore point through the Windows Recovery Environment after three failed startups, with the restoration process taking 30 to 45 minutes. Point-in-time Restore differs from System Restore, which creates less comprehensive snapshots and preserves document files. Point-in-time Restore is automatically enabled for systems with at least 200 GB drives in retail or OEM editions of Windows Home or Pro, while it must be manually activated for smaller drives. In Windows 11 Enterprise edition, it is disabled by default and may require administrative approval to activate. The feature intelligently manages disk usage, discarding older snapshots as needed, but users must enter a BitLocker recovery key if their system drive is encrypted. Users are warned about the risk of losing unsaved work when applying a restore snapshot, and reversing the operation is not straightforward.

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.

AppWizard

June 23, 2026

Telegram’s ad business: How the messaging app makes money

Telegram has established an advertising model that focuses on monetizing public channels, selling ads based on channel topics rather than user identity. Revenue generated from ads is split evenly between Telegram and the channel owner, with no data-mining or behavioral targeting involved. The primary ad format is Sponsored Messages, which appear in public channels with at least 1,000 subscribers and consist of a text block and optional call-to-action button. Advertisers can purchase these ads through a self-serve portal without demographic targeting, ensuring no personal data is used for placements. Public channels are treated as independent units, with 50% of ad revenue going to channel owners, paid in Toncoin. Telegram's ad system has become more accessible by lowering minimum spend requirements. In addition to Sponsored Messages, Telegram is developing Mini Apps funded by its in-app currency, Stars. Regulatory scrutiny has increased, with various countries imposing bans or restrictions on Telegram for reasons related to content moderation and compliance, such as a temporary ban in India in June 2026 due to exam fraud investigations.

Tech Optimizer

June 22, 2026

The database that refused to die: How Postgres survived its own creators

Postgres, originally developed by Michael Stonebraker in the early 1980s, is an open-source database system that evolved from Ingres. It was designed to handle complex data types and introduced user-defined data types, operators, and functions, leading to the support for abstract data types (ADTs). The initial commercialization of Postgres occurred through a startup named Illustra, later acquired by Informix. In 1995, graduate students Andrew Yu and Jolly Chen revived Postgres, transitioning it from QUEL to SQL, resulting in Postgre95, which evolved into PostgreSQL. Today, Postgres is one of the most popular database systems globally, known for its extensibility and high code quality. However, it currently lacks features like file-level encryption (TDE), which are standard in commercial systems, relying instead on the operating system for encryption. Efforts to implement TDE have faced challenges due to the complexity of required code changes.