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Tech Optimizer
July 2, 2026

From monolith to Lakebase to LTAP: rethinking the database from storage up

Sixteen years ago, the author began their PhD at UC Berkeley, where they were advised to focus on analytics rather than OLTP databases, which were considered a solved problem. However, upon developing Databricks, they found that OLTP databases were cumbersome, challenging to scale, and fragile. This led to the creation of Lakebase, a serverless Postgres database designed to address these issues by externalizing the write-ahead log (WAL) and data files into independent services. Lakebase architecture separates the WAL into a distributed service called SafeKeeper and data files into another service called PageServer, allowing for improved durability, scalability, and performance. This architecture eliminates data loss risks associated with disk failures and misconfigurations, simplifies high availability, and allows for elastic compute resources. Lakebase also introduces LTAP (Lake Transactional/Analytical Processing), which enables transactions and analytics to operate on a single data copy in real-time, avoiding the need for separate data copies and reducing costs. The system retains Postgres's ACID semantics while storing data in open columnar formats, making it accessible to both transactional and analytical engines without the delays and complexities of traditional replication methods. The architecture allows for unlimited storage, serverless compute, and instant branching, while ensuring that analytics can read the most current transactional data without affecting transactional workloads. LTAP aims to unify transactional and analytical processing by leveraging distinct compute engines for each workload while integrating at the storage layer.
silver Android smartphone
Tech Optimizer
July 2, 2026

EDB Named a Leader in Multimodel Data Platforms Evaluation

EDB has been recognized as a Leader in The Forrester Wave: Multimodel Data Platforms, Q2 2026, with EDB Postgres AI (EDB PG AI) achieving the highest scores in Vision, Innovation, Roadmap, and Partner Ecosystem criteria. EDB PG AI integrates transactional, analytical, and AI workloads into a unified platform, supporting open-source frameworks and enabling various deployment options. The platform features governance at the data layer and is designed for operational efficiency, allowing organizations to implement sovereign AI quickly. EDB PG AI can be deployed on-premises, in hybrid environments, or across cloud infrastructures, backed by partnerships with companies like Dell, IBM, and NVIDIA.
EDB named Forrester Leader in multimodel data platforms
Tech Optimizer
July 2, 2026

EDB named Forrester Leader in multimodel data platforms

EDB has been recognized as a Leader in Forrester's Multimodel Data Platforms evaluation for Q2 2026 for its EDB Postgres AI platform, receiving the highest scores in Vision, Innovation, Roadmap, and Partner Ecosystem. The platform is designed to manage mixed translytical and AI workload demands, offering flexibility in deployment across on-premises, hybrid, and multi-cloud environments. EDB's recent product update introduced agentic database and converged analytics functionalities, reportedly accelerating database tuning by up to tenfold and reducing analytics ownership costs by as much as 58%. The platform is supported by a partner ecosystem that includes Dell, IBM, NVIDIA, Red Hat, and Supermicro, which plays a crucial role in influencing database purchasing decisions. EDB's roadmap focuses on advancements in GPU-accelerated workloads, semantic intelligence, governance, and knowledge graph functionalities. The emphasis on sovereign deployment aligns with organizations' needs for control over sensitive data amidst stricter regulations.
PC game store GOG explains how digital ownership should be as PlayStation announces end of physical discs
AppWizard
July 2, 2026

PC game store GOG explains how digital ownership should be as PlayStation announces end of physical discs

PlayStation plans to phase out physical discs for its consoles starting in January 2028, coinciding with the digital-only release of GTA 6. This shift reflects the industry's move toward a digital-only future, impacting collectors and enthusiasts of physical media. Meanwhile, GOG offers a DRM-free gaming experience, allowing users to retain access to purchased games even if they are removed from the store, as long as the files are installed. GOG's model enables personal backups on physical media and does not require an internet connection for gameplay, although online multiplayer may vary. The future of PlayStation adopting a similar DRM-free approach remains uncertain.
Why B3 chose Android for secure AI-enabled productivity
AppWizard
July 1, 2026

Why B3 chose Android for secure AI-enabled productivity

B3 has deployed a secure mobile solution to 1,000 employees in two weeks using Android Enterprise, enhancing security with AI threat detection and Managed Google Play. The transition is expected to yield a 30% cost savings over the next decade. B3 prioritized security and compliance while providing devices that ensure constant availability and productivity. The deployment process was streamlined through collaboration with Samsung and Android Enterprise's zero-touch enrollment, allowing centralized management of devices. Employees received lightweight devices with 7-inch screens and longer battery life, leading to positive feedback. B3 is also expanding its use of AI to improve productivity and plans to refresh hardware more frequently due to the anticipated cost savings.
Steve Ballmer once trashed Linux as "a cancer" — now it’s saving Windows 10 holdouts
Winsage
July 1, 2026

Steve Ballmer once trashed Linux as “a cancer” — now it’s saving Windows 10 holdouts

In 2001, Steve Ballmer, then CEO of Microsoft, referred to Linux as a "cancer" threatening Microsoft's intellectual property and likened its users to "communist thieves." By 2016, after Microsoft ported SQL Server to Linux, Ballmer expressed enthusiasm for the change and acknowledged that the conflict with open-source had benefited Microsoft's financial success. In 2020, Microsoft President Brad Smith admitted the company had been on the wrong side of history regarding open source and noted the need for change. Microsoft has since embraced open-source technologies, introducing products like Azure Linux 4.0, built on Fedora. As Windows 11's transition becomes difficult for users, advocacy groups have criticized Microsoft for ending support for Windows 10, which could lead to millions of discarded computers. Microsoft extended Windows 10's life through an Extended Security Updates program until October 14, 2026, with a recent announcement pushing it to 2027. Rising hardware costs and design flaws in Windows 11 have led some users to consider alternatives like Linux. A survey revealed that 30% of PCs are still running Windows 10, and a poll showed that 68% of respondents plan to stick with Windows 10 through 2027.
Windows Defender 'BlueHammer' vulnerability now exploited as part of malware campaigns — CISA issues warning despite patch release on April 14
Winsage
June 30, 2026

Windows Defender ‘BlueHammer’ vulnerability now exploited as part of malware campaigns — CISA issues warning despite patch release on April 14

A race condition vulnerability in Windows Defender, known as BlueHammer, has been exploited by the hacker Nightmare Eclipse, allowing attackers to gain SYSTEM user access. Microsoft released a patch for this vulnerability on April 14, but the Cybersecurity and Infrastructure Security Agency (CISA) has flagged it as actively exploited in ransomware campaigns. The average time to apply critical OS patches across Windows 10 and 11 is now 127 days, with enterprise environments averaging 76 days. Estimates suggest that 15% to 26% of Windows 10 machines remain unpatched, with a conservative estimate of 20% translating to one in five machines being vulnerable. Microsoft has extended security updates for Windows 10 until October 14, 2027, but public awareness of the updates remains low.
Google swears (again) that data-sharing rules will help scammers, threaten your search history
AppWizard
June 30, 2026

Google swears (again) that data-sharing rules will help scammers, threaten your search history

Google is opposing the European Union's proposed amendments to the Digital Markets Act (DMA), warning that these changes could jeopardize user privacy and security. The DMA aims to reduce the dominance of major tech platforms by requiring gatekeepers like Google to share more data with competitors. Google is particularly concerned about the implications of sharing search data and granting third-party AI services access to sensitive Android features, fearing that this could lead to increased fraud and cyberattacks. The European Commission is pushing for Google to provide rival search engines with access to anonymized search data to enhance competition, but Google argues that once this data leaves its infrastructure, it becomes difficult to protect. DuckDuckGo and some researchers believe the Commission's proposals adequately address privacy risks, while others acknowledge the risks but suggest they should be balanced against technical protections. Additionally, EU regulators are advocating for deeper integration of competing AI assistants with Android, which Google warns could compromise existing security measures. Apple has shown support for some of Google's concerns regarding access to operating systems.
Microsoft Caught Between Windows 10 Stagnation and AI Infrastructure Splurge as Macro Data Looms
Winsage
June 28, 2026

Microsoft Caught Between Windows 10 Stagnation and AI Infrastructure Splurge as Macro Data Looms

Microsoft shares rose 5.71% to close at €327.90 on Friday, recovering from a 52-week low of €307.10 earlier that day. The company reported revenue of €82.9 billion in its latest quarterly earnings, an 18% year-on-year increase, driven by cloud and AI services. On June 22, Chevron announced a 20-year power purchase agreement with Microsoft for approximately 2.67 gigawatts of capacity for a data center, with the first power delivery expected in 2028. Microsoft extended its Extended Security Updates program for Windows 10 home users by another year, pushing the final security patch deadline to October 2027. The stock's closing price is only 6.77% above its 52-week low, with a 50-day moving average at €352.96 and a 200-day average at €383.98. The relative strength index is at 43, indicating no strong momentum.
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