cost Archives

Tech Optimizer

April 11, 2026

Overcoming barriers to database modernisation in the AI age

Enterprises in Malaysia are transitioning from legacy systems to modern infrastructure to facilitate AI deployment. A roundtable discussion highlighted the challenges of AI integration, emphasizing the need to reduce costs associated with outdated systems. Organizations are adopting hybrid cloud approaches and utilizing various databases to manage extensive data across multiple applications. The push for AI is driven by management and customer expectations, but employee willingness to upskill remains a challenge. Not all challenges require AI solutions, and starting with smaller use cases can lead to successful scaling. The adoption of open-source database systems like Postgres is increasing, necessitating reliable support to address issues and ensure application availability. Data sovereignty is a concern for enterprises operating in mixed environments, and EDB Postgres AI offers a platform that combines security with cloud agility. Reducing infrastructure costs is essential for freeing up resources for new initiatives.

Tech Optimizer

April 11, 2026

Database Branching in Postgres: Git-Style Workflows with Databricks Lakebase

Database branching is a modern approach that addresses the limitations of traditional database management in development workflows. Unlike conventional database copies, which require significant time and resources to duplicate data and schema, database branching allows for the creation of isolated environments that share the same underlying storage. This method utilizes a copy-on-write mechanism, enabling branches to be created in seconds regardless of database size, with storage costs tied only to the changes made. Key features of database branching include: - Branch creation time: Seconds, constant regardless of database size. - Storage cost: Proportional to changes only, not the total data size. - Isolation: Each branch has its own Postgres connection string and compute endpoint. - Automatic scaling: Idle branches can scale compute to zero, incurring costs only when active. The architecture supporting this approach separates compute from storage, allowing multiple branches to reference the same data without conflict. This design facilitates time travel capabilities, enabling branches to be created from any point in the past for instant recovery and inspection. Database branching unlocks new workflows, such as: - One branch per developer, providing isolated environments for each engineer. - One branch per pull request, automating branch creation and deletion tied to PRs. - One branch per test run, provisioning fresh databases for each CI pipeline execution. - Instant recovery from any point in time within a designated restore window. - Ephemeral environments for AI agents, allowing programmatic database provisioning. Databricks Lakebase offers this database branching capability, transforming the database from a bottleneck into a streamlined component of the development process.

AppWizard

April 11, 2026

iBUYPOWER RDY Y70 R17 review – a fantastic RTX 5080 gaming PC

The iBUYPOWER RDY Y70 R17 is a high-end gaming PC featuring an AMD Ryzen 7 9800X3D CPU, Nvidia GeForce RTX 5080 GPU, 32GB DDR5 RAM, and a 1TB NVMe SSD. It is housed in a visually striking Hyte Y70 case that provides excellent cooling and ample upgrade potential. The system includes a 240mm AIO liquid cooler and is equipped with various front and rear ports for connectivity. It offers impressive gaming performance, achieving over 105fps in Cyberpunk 2077 at 1080p and maintaining playable frame rates at higher resolutions. The PC is priced at ,199.99 and comes with a three-year labor and two-year parts warranty. Minor shipping damage was noted, and initial CPU fan noise may require BIOS adjustments for quieter operation. The dimensions of the case are 470 x 320 x 470mm, and it weighs 13.2kg.

AppWizard

April 10, 2026

Kazakhstan Considers National Messaging App Aitu for Insurance Companies – The Times Of Central Asia

Kazakhstan’s Agency for Regulation and Development of the Financial Market is considering the domestic messaging platform Aitu for communication between insurance companies, non-bank financial institutions, and their clients. The regulator has encouraged market participants to assess Aitu as a communication tool aimed at enhancing personal data protection. Concerns have been raised about Aitu’s user base, functionality, integration costs, and the absence of clear regulatory guidelines for handling personal and financial data. The adoption of Aitu is not mandatory but is seen as a potential secure communication channel. Aitu’s infrastructure supports high data protection due to localized servers in Kazakhstan, which reduces risks of cross-border data issues. The platform features end-to-end encryption and biometric identification through Aitu Passport, aiming to enhance user verification and minimize phishing and identity theft risks. The agency noted that open APIs and business dashboards could allow financial institutions to integrate with Aitu cost-effectively. Additionally, government agencies and quasi-state companies have been encouraged to use Aitu for official communications.

AppWizard

April 10, 2026

YouTube Premium just got a price hike, and it’s not a small one

YouTube Premium prices in the US are increasing next month for individual, family, and student plans. The individual plan will rise to .99/month, and the family plan will increase to .99/month. This follows a previous price adjustment in July 2023 when the individual plan rose from .99 to .99 per month. Users have started receiving official emails about the changes, which highlight benefits like ad-free viewing and offline downloads. The increase comes as YouTube has increased ads for free users and is cracking down on ad blockers. Some users have expressed frustration over the rising costs without perceived improvements in value.

Winsage

April 9, 2026

This fake Windows support website delivers password-stealing malware

A phishing campaign has been identified that uses a counterfeit Microsoft support website, microsoft-update[.]support, to trick users into downloading a malicious Windows update disguised as WindowsUpdate 1.0.0.msi. This file, created on April 4, 2026, appears legitimate but contains malware designed to steal sensitive information. The campaign targets French-speaking users, leveraging recent data breaches in France to create convincing scams. The malware, once executed, installs an Electron application that runs a Python interpreter, which then deploys various data theft tools. It employs two persistence mechanisms: modifying the Windows registry and creating a shortcut in the Startup folder. The malware connects to external sites for reconnaissance and data exfiltration, using domains like datawebsync-lvmv.onrender[.]com and store8.gofile[.]io. The malware's components have evaded detection by antivirus tools, with VirusTotal reporting zero detections for the main executable and its launcher. Users are advised to check their registry, remove suspicious files, change passwords, and run a full system scan if they suspect installation of the malicious update. Safe updating practices include using the built-in Windows update feature and being cautious of phishing attempts. Indicators of compromise include specific file hashes, domains associated with the phishing campaign, and file system artifacts related to the malware's installation.

AppWizard

April 9, 2026

The AMD Ryzen 9 9950X3D2 price is finally revealed, and it’s higher than we feared

The AMD Ryzen 9 9950X3D2 is priced at 9, which is a [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: The announcement of the AMD Ryzen 9 9950X3D2 price has stirred interest among tech enthusiasts and gamers alike. This latest flagship CPU, an enhancement of the already formidable Ryzen 9 9950X3D, introduces a second 3D V-Cache die, positioning itself as AMD's most premium AM5 gaming CPU to date, with a price tag of 9. This marks a 0 increase over its predecessor, the 9950X3D. Interestingly, AMD has acknowledged that the performance leap in gaming may not be substantial compared to the 9950X3D. Both the 9950X3D and the 9850X3D are expected to remain the top contenders for gamers seeking optimal performance. However, for those who desire a CPU that excels across a broad spectrum of tasks and relish the prestige of owning such a powerhouse, the price is now clear. Specifications and Performance Insights The AMD Ryzen 9 9950X3D2 Dual Edition, as it is fully named, represents the pinnacle of the Ryzen X3D series, crafted using AMD's current technological advancements. This CPU configuration maximizes the potential of two eight-core dies within an AM5 package, each paired with a 64MB cache die. This setup ensures that every core benefits from a substantial and rapid data supply. Historically, AMD has opted to include only one additional cache die in its X3D CPUs. This decision stems from two primary considerations: Cost Implications: The addition of a second cache die incurs significant expenses, both in terms of the die itself and the intricate placement process required to stack the CPU die atop the cache. Performance Gains: The performance enhancement from adding a second cache die is marginal for most gaming and applications that utilize fewer than eight cores. For these scenarios, a single cache die suffices to enhance performance, provided that games and Windows are optimized to leverage the faster X3D cores. For applications that harness more than eight cores, some performance improvement is evident, but it remains limited. The second cache die does not create a cumulative performance boost; rather, a core either benefits from the additional cache or it does not. Despite these nuances, the Ryzen 9 9950X3D2 is anticipated to deliver impressive speed across various applications. It stands poised to be the go-to choice for those seeking the pinnacle of CPU performance. As the release date approaches on April 22, potential buyers are advised to consider their current setups carefully. Upgrading from a 9800X3D, 9850X3D, or 9950X3D may not yield noticeable improvements in gaming performance." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"] increase over its predecessor, the 9950X3D. It features a second 3D V-Cache die and is designed for optimal performance with two eight-core dies and a 64MB cache die. AMD has indicated that the performance improvement in gaming may not be significant compared to the 9950X3D. The CPU is expected to perform well across various applications, but upgrading from previous models like the 9800X3D, 9850X3D, or 9950X3D may not result in noticeable gaming performance enhancements. The release date is set for April 22.

AppWizard

April 9, 2026

Get Assassin’s Creed Valhalla and 7 other games for under $2 each in the latest Humble Choice line-up

Humble Choice's April lineup features eight games available for under , including the standout title Assassin's Creed Valhalla. The game allows players to experience a Viking saga as Eivor, engaging in raids and exploring an expansive open world set in Norway and England. Richard Scott-Jones rated Valhalla 8/10, calling it potentially the best Assassin's Creed game. Humble Choice operates as a monthly subscription service, allowing subscribers to keep the games indefinitely, and offers discounts on products in the Humble Store. The April selection includes the following titles: - Assassin's Creed Valhalla - Daemon X Machina: Titanic Scion - The Lord of the Rings: Return to Moria - Until Then - Planet of Lana - Artisan TD - The Procession to Calvary - Buddy Simulator 1984 This lineup is available until May 5 and refreshes on the first Tuesday of each month.

Tech Optimizer

April 8, 2026

True enterprise sovereignty is more approachable than ever, thanks to K8s-powered cloud-neutral PostgreSQL

Discussions on digital sovereignty are shifting from infrastructure to databases, driven by geopolitical pressures in Europe. Hyperscalers like Amazon and Microsoft are investing heavily to comply with new regulations, prompting organizations to reconsider their reliance on managed cloud services. Many enterprises are now viewing PostgreSQL as a portable, cloud-neutral foundation to ensure consistent behavior across various environments, leading to interest in Sovereign DBaaS. Gabriele Bartolini, VP and Chief Architect of Kubernetes at EDB, emphasizes that true sovereignty starts with the database and that portability enhances negotiating leverage and compliance. Bartolini warns that while managed cloud services offer convenience, they often sacrifice control. He notes that transitioning away from these services can provide long-term leverage, as evidenced by Microsoft's encouragement for customers to run self-managed PostgreSQL. The Operator Pattern in Kubernetes enables better database management and lifecycle control, with CloudNativePG exemplifying this approach. Bartolini asserts that owning hardware allows organizations to better manage costs, especially for resource-intensive AI workloads, and that moving to bare metal can significantly enhance performance. A cultural shift is necessary for success, with DBAs needing to adapt to cloud-native environments. Bartolini encourages DBAs to develop a broader understanding of Kubernetes to enhance collaboration across teams. He warns that the database team cannot drive change alone and must align with the entire infrastructure direction to avoid dependency on proprietary tools that limit independence and innovation.

AppWizard

April 8, 2026

Dota 2 patch 7.41b puts a stop to Meepo’s reign of terror as Valve locks in its new meta

Dota 2 patch 7.41b introduces several significant changes following the removal of Facets. Key adjustments include a nerf to Meepo, affecting his maximum health and mana bonuses, and increasing the cooldown for Megameepo to 90 seconds. Other notable nerfs target Doom, Tidehunter, and Ember Spirit, with reductions in damage and scaling abilities. Conversely, heroes like Timbersaw, Invoker, Broodmother, and Chaos Knight receive buffs, enhancing their abilities and scaling. Drow Ranger's starting agility has increased, but her Marksmanship ability can now be disabled nearby. Nyx Assassin experiences a reduction in Vendetta's duration but gains immunity from true sight from the Book of the Dead. The full patch notes are available from Valve.