capacity

Tech Optimizer
September 12, 2026
If you hold Microsoft 365 E5, you already have access to Microsoft Defender for Endpoint, which provides enterprise-grade endpoint protection at no additional cost. For organizations without a dedicated security specialist, Sophos is recommended. CrowdStrike is suitable for those with a mature Security Operations Center (SOC) and sufficient budget. Other options include SentinelOne for mid-sized organizations needing automation, ESET for older hardware and virtual desktops, Avast Business for very small businesses without IT staff, VIPRE for budget-conscious organizations, and Expel for tool-agnostic managed detection and response. It is essential to assess your organization's current situation honestly when evaluating endpoint protection options. Antivirus and EDR are now essentially the same agent, and organizations should inquire about update staging processes and review independent tests for protection rates. Coverage for servers and Linux environments is often overlooked but crucial, as Linux servers are prime targets for ransomware. Key recommendations include: - Microsoft Defender for Endpoint for organizations already on Microsoft 365 E5. - Sophos for organizations with 25-500 staff relying on IT generalists. - CrowdStrike for enterprises with a well-funded security operations function. - SentinelOne for mid-sized organizations needing autonomous operation. - ESET for organizations with older hardware or virtual desktop infrastructure. - Avast Business for micro and small businesses. - VIPRE for budget-conscious organizations. - Expel for those seeking managed detection across various environments. During deployment, avoid running two real-time agents simultaneously, ensure prevention features are activated, and test on line-of-business applications first. Verify update staging and rollback procedures with vendors, and confirm whether Microsoft licensing covers your needs to avoid unnecessary purchases.
Tech Optimizer
September 11, 2026
Lakebase Postgres employs a disaggregated storage model that enhances data management through efficient caching, utilizing an object store like S3 for backups. The caching operates on two layers: within distributed storage for optimizing write and read performance, and on the Postgres compute side for ultra-fast access to frequently accessed pages. Traditional Postgres caching involves shared buffers and the OS page cache, which leads to double buffering and inefficiencies. Lakebase Postgres addresses these issues by implementing a local file cache (LFC) and larger shared buffers, allowing for more effective memory utilization without the drawbacks of the OS page cache. The shared buffers are set to a maximum of 1 GB, while the LFC can utilize up to 75% of DRAM. The introduction of huge pages reduces memory management overhead and improves performance, resulting in significant throughput increases and reduced latency in production environments. Recent enhancements have shown up to 2× throughput improvements and substantial reductions in CPU usage. The focus is now on extending these benefits to autoscaling Postgres computes, with plans to implement dynamic shared buffers and autoscaling huge pages.
AppWizard
September 11, 2026
Valheim's inventory system has only eight hotbar slots and 24 inventory slots, which can be limiting for players. With the release of Valheim 1.0, players can now purchase two inventory upgrades from Haldor, the NPC merchant in the Black Forest, each adding an additional row to the inventory for a total of 16 extra slots. Players can find coins in chests, dungeons, and by defeating monsters, and can sell items like rubies and silver necklaces to Haldor for coins. A white bag icon on the minimap indicates Haldor's location, and third-party tools like the Valheim World Generator can help locate his camp.
AppWizard
September 11, 2026
Amazon has secured £4.25 billion in a borrowing initiative in London, aimed at enhancing its cloud services division, Amazon Web Services (AWS), and advancing its artificial intelligence initiatives. The company's long-term debt now stands at £9.1 billion. This move raises questions about the capacity of the US debt market to absorb large-scale borrowings and reflects a strategic choice to diversify funding sources. The funds will likely be directed towards enhancing AWS and AI capabilities, signaling confidence in Amazon's growth trajectory despite rising debt levels.
Tech Optimizer
September 10, 2026
If an organization holds Microsoft 365 E5, it already has access to Microsoft Defender for Endpoint. For organizations without a dedicated security specialist, Sophos is recommended for its user-friendly management. CrowdStrike is preferred for those with a mature Security Operations Center (SOC) and sufficient budget. The choice of endpoint protection depends on specific organizational needs. Business endpoint protection integrates various technologies to defend against malware and attacks on devices. Organizations should assess their current situation before selecting a solution. Key recommendations include: - Microsoft Defender for Endpoint for organizations already using Microsoft 365 E5. - Sophos for organizations with 25-500 staff relying on IT generalists. - CrowdStrike for enterprises with a funded SOC. - SentinelOne for mid-sized organizations needing automation. - ESET for those with older hardware or virtual desktops. - Avast Business for very small businesses lacking IT staff. - VIPRE for budget-conscious organizations needing straightforward coverage. - Expel for organizations wanting managed detection across diverse environments. Organizations should avoid running multiple real-time agents simultaneously and ensure prevention features are activated. Testing should prioritize line-of-business applications, and rollout procedures should be defined before going live. It’s essential to verify update staging and rollback procedures with vendors and confirm existing licenses to avoid unnecessary purchases.
Tech Optimizer
September 10, 2026
If you hold Microsoft 365 E5, you have access to Microsoft Defender for Endpoint, which provides enterprise-grade endpoint protection at no additional cost. For organizations without a dedicated security specialist, Sophos is recommended for its user-friendly platform. CrowdStrike is suggested for those with a mature Security Operations Center (SOC) and sufficient budget. Other options include SentinelOne for mid-sized organizations needing automation, ESET for older hardware and virtual desktops, Avast Business for very small businesses, VIPRE for budget-conscious mixed estates, and Expel for tool-agnostic managed detection and response. Antivirus and EDR are now unified under a single agent, and organizations should inquire about update staging processes to avoid issues like those experienced in July 2024 with a major vendor's faulty content update. Independent tests from organizations like AV-Comparatives and AV-TEST are crucial for evaluating protection rates and false positives. Linux servers require attention as they are often targeted by ransomware. When deploying endpoint protection, avoid running two real-time agents simultaneously, activate prevention features promptly, and test deployments on critical applications first. Organizations should confirm their Microsoft licensing covers necessary features and ensure there is a plan for responding to alerts. Common pitfalls include neglecting identity management and failing to test response workflows before incidents occur.
BetaBeacon
September 10, 2026
Anbernic RG 55G1 is a new Android handheld with a Qualcomm Snapdragon G1 Gen 2 processor and a 5.5-inch full-HD display. It is priced at 9.99 in the United States and offers options for players seeking a larger screen and more power than entry-level retro consoles.
AppWizard
September 7, 2026
On September 3, 2026, Microsoft announced that Xbox Game Pass subscribers will see a shift in cloud gaming access. Starting November 2026, unlimited cloud streaming will be replaced by a tiered hour bank system: 15 hours for Ultimate, 10 for Premium, and 5 for Essential subscribers. Once a subscriber exhausts their allotted hours, they must wait for the next billing cycle or purchase additional time. This change is the most significant since the beta launch of Xbox Cloud Gaming in 2019. The announcement was made on Xbox Wire, and the new structure is reflected on Xbox’s product pages. The new tiered system introduces a scarcity model, with every paid tier now having its own cloud gaming quota. Essential subscribers, who previously had no cloud access, will now receive 5 hours per month. The pricing for the Game Pass tiers is as follows: Ultimate at .99 for 15 hours, Premium at .99 for 10 hours, and Essential at .99 for 5 hours. The free ad-supported tier remains unchanged at 5 hours per month. Microsoft's rationale for the change is based on usage data indicating that most subscribers do not heavily utilize cloud streaming, coupled with the rising costs of operating cloud gaming services. The company has stated that additional hours can be purchased once a subscriber's monthly allotment is used up, although pricing details for these add-ons have not yet been disclosed. The new hour caps will take effect in November 2026, following a shorter notice period compared to NVIDIA's GeForce NOW service, which implemented a 100-hour monthly cap earlier in 2026. The response from gaming communities has been largely negative, with concerns about the limits falling short of typical usage patterns and conflicting with the marketing of Game Pass as offering unlimited access. The introduction of hour caps could impact Game Pass's subscriber base, particularly among those who rely on cloud gaming as their primary access point. Microsoft's internal usage data will determine the extent of this impact, as the company aims to control costs without raising subscription prices.
Winsage
September 5, 2026
NVIDIA has enhanced the capability to run AI agents locally on its hardware in collaboration with Microsoft and software partners, coinciding with the launch of new RTX Spark Windows PCs. The installation process for local agent software has been simplified, with improved inference speeds and the introduction of NVIDIA PAIR, which distributes inference tasks across multiple PCs on a local network. Three applications benefiting from these enhancements are Hermes Agent, OpenClaw, and Perplexity Portable Computer, all designed to minimize manual configuration. Hermes Agent offers a one-click local setup for RTX and DGX systems, automatically detecting the GPU and optimizing model selection. OpenClaw simplifies local model setups for RTX GPUs with at least 24GB of VRAM, backed by an open-source community. Perplexity Portable Computer, already available on Linux, is extending support to NVIDIA RTX GPUs and Windows. NVIDIA is also improving performance in the open-source inference stack, achieving throughput increases of up to 1.9 times on GeForce RTX 5090 and up to 1.4 times on DGX Spark clusters. The PAIR software identifies compatible PCs on the same network to optimize computing resources, supporting various hardware configurations. The upcoming RTX Spark Windows PCs, set to launch in October, will include compact desktop and laptop designs featuring Blackwell GPU and Grace CPU architecture. Game publishers like Electronic Arts and Ubisoft are developing titles for these systems. Additionally, CyberLink's PhotoDirector AI PC Mode will integrate local AI processing for creative tasks, emphasizing the trend of migrating generative AI workloads from cloud to local devices. NVIDIA notes that over half of U.S. households have two or more PCs, indicating potential for maximizing computing power.
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