clientele

AppWizard
June 6, 2025
NatWest is experiencing issues with its mobile banking app, leading to over 3,000 outages reported around 10 am on a Friday. Customers have expressed frustration on social media due to their inability to send or receive money, pay bills, or transfer funds. The bank has stated that the problem is related to an update made to the app. Recent scrutiny has arisen for high street banks due to a series of outages, particularly at the end of the month when many receive paychecks. Data from the Treasury Committee revealed that nine of the UK’s largest banks and building societies faced over 33 days of unplanned outages in the past two years. NatWest reported 13 "material" incidents between 2023 and 2025, resulting in nearly £350,000 in compensation paid to affected customers. Barclays also indicated it could allocate up to £12.5 million in compensation for affected customers during the same period. Common reasons for these outages include issues with third-party suppliers, system changes, and internal software malfunctions.
Tech Optimizer
June 3, 2025
Snowflake intends to acquire Crunchy Data, a provider of open-source Postgres solutions, to enhance the development of secure agentic AI. This announcement was made at the Snowflake Summit in San Francisco, where the integration of Snowflake Postgres into the AI Data Cloud service was discussed. The acquisition aims to merge Postgres capabilities with improved security and governance features, addressing the demand for enterprise-grade Postgres solutions. Crunchy Data's expertise in FedRAMP compliant environments is expected to enhance developer productivity and meet security and compliance needs. PostgreSQL is widely used among developers, and the integration aims to streamline its enterprise utilization, particularly for AI applications. Clients using PostgreSQL can expect improved operational efficiency and a competitive edge in AI development.
Tech Optimizer
June 3, 2025
Snowflake is set to acquire the privately-held PostgreSQL provider Crunchy Data for approximately [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: Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More The open-source PostgreSQL, often affectionately dubbed Postgres, has become a focal point for major enterprise data platform vendors. In a significant move, Snowflake is set to acquire the privately-held PostgreSQL provider Crunchy Data in a deal valued at approximately 0 million. This acquisition follows closely on the heels of Snowflake's competitor, Databricks, which recently acquired the serverless PostgreSQL vendor Neon. Together, these acquisitions underscore the growing importance of the open-source database in contemporary enterprise data and AI workflows. Unlike Neon, which was a relatively young company, Crunchy Data has established itself over the past decade since its inception in 2012. Its flagship product, Crunchy Postgres, offers a managed, automated, and fully supported version of PostgreSQL. Additionally, Crunchy Data provides a specialized version of its platform tailored for Kubernetes environments, as well as a newer offering called Crunchy Data Warehouse, designed to integrate seamlessly with data lakehouse architectures. Snowflake has indicated that Crunchy Data's technology will serve as the backbone for a new initiative dubbed Snowflake Postgres. This offering aims to empower users by merging Crunchy Data’s robust and developer-friendly Postgres capabilities with Snowflake’s secure and governed environment. The overarching objective is to streamline the process for developers to build, deploy, and scale production-ready AI agents and applications. Paul Laurence, co-founder of Crunchy Data, shared insights in a blog post, stating, “In our discussions, it quickly became clear that the same trends that Crunchy Data was seeing from the operational database world were also apparent to Snowflake. With today’s announcement, we are targeting the large online transactional processing (OLTP) market, leveraging Snowflake’s reach and Crunchy Data’s flexible, scalable solutions for enterprise workloads and developers alike.” What PostgreSQL support brings to Snowflake Snowflake’s data cloud platform provides a comprehensive cloud data warehouse for its enterprise clientele. While the company boasts a growing customer base, it does not yet encompass the extensive open-source PostgreSQL community. PostgreSQL has gained traction as a favored database, not only for traditional enterprise applications but also for agentic AI, which explains Databricks' acquisition of Neon. Moreover, the acquisition brings with it a robust developer community. Data analyst Sanjeev Mohan remarked on the acquisition's significance, noting, “Unlike Neon, Crunchy is truly enterprise.” He emphasized that Crunchy Data has cultivated a deep PostgreSQL user community and is actively engaged with Kubernetes. The company’s offerings extend beyond operational workloads, supporting analytics as well. Originally designed as an OLTP database, PostgreSQL has evolved, with contributions from Crunchy Data and other vendors like Google’s AlloyDB, to accommodate OLAP (Online Analytics Processing) workloads as well. Mohan expressed optimism regarding the future of PostgreSQL in enterprise applications, stating, “The community has continuously added exceptional capabilities not only for traditional relational and SQL use cases but also for time-series, JSON, and vector search, while boasting some of the best geospatial features available.” Why PostgreSQL matters to Snowflake and its enterprise users PostgreSQL's widespread adoption in enterprises is noteworthy, particularly as developers increasingly leverage it as a foundation for agentic AI. This trend is a key factor behind Databricks' acquisition of Neon and Snowflake's decision to acquire Crunchy Data. It reflects a broader, multi-year initiative at Snowflake to foster open engagement with developers. Kevin Petrie, vice president of research at BARC, commented on the alignment of PostgreSQL’s popularity with developers and Crunchy Data’s support for data warehousing on Iceberg, stating, “This aligns well with Snowflake’s core strategy.” Apache Iceberg, an open-source data lake table format, is part of Snowflake’s expanding commitment to embrace open technologies. Petrie noted that it is easy to envision how organizations might utilize Crunchy Data's technology within the Snowflake platform to develop AI applications for common use cases such as telemetry, geospatial, and advertisement analytics. He also expressed that Crunchy Data's acquisition was not unexpected, given its recent growth stagnation. “Crunchy Data’s growth seems to have flattened in the last couple of years, so it’s not surprising to see them opt for this exit,” he remarked. “The consolidation wave among data tools and platforms continues.” Why it matters to the enterprise For leaders in enterprise data and AI, Snowflake’s acquisition of Crunchy Data reinforces a crucial insight: PostgreSQL is significant. It has transcended its role as merely an open-source alternative to proprietary relational databases, evolving into a widely adopted platform that is rapidly becoming a de facto standard for developers and the enterprises they serve in building agentic AI and scalable enterprise applications. The major hyperscalers, including Google, Amazon, and Microsoft, along with a plethora of smaller vendors such as EDB, Aiven, and Netapp Instaclustr, are already backing PostgreSQL. With Snowflake and Databricks now investing heavily in PostgreSQL, it is evident that enterprises should incorporate it into their developer and AI stacks." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"] million. This acquisition follows Databricks' recent purchase of the serverless PostgreSQL vendor Neon. Crunchy Data, established in 2012, offers a managed version of PostgreSQL and has a specialized platform for Kubernetes environments. Snowflake plans to use Crunchy Data's technology for a new initiative called Snowflake Postgres, aimed at enhancing developer capabilities in building AI applications. PostgreSQL's adoption is growing in enterprises, particularly for agentic AI applications, which is a factor in both Snowflake's and Databricks' acquisitions. The PostgreSQL community is robust, with contributions enhancing its capabilities for various workloads. Major tech companies are backing PostgreSQL, indicating its importance in enterprise data and AI strategies.
Tech Optimizer
June 2, 2025
Snowflake has acquired Crunchy Data, known for its enterprise PostgreSQL solutions, during the Snowflake Summit 2025 in San Francisco. PostgreSQL holds a 49 percent market share among developers, making it the most favored database choice. The acquisition aims to meet the growing demand for enterprise-grade PostgreSQL solutions for AI applications. Crunchy Data specializes in secure, compliant PostgreSQL solutions, including FedRAMP compliance for government contracts. The integration will enhance Snowflake Unistore, which combines transactional and analytical data. Snowflake Postgres, designed for transactional applications requiring PostgreSQL compatibility, will enter private preview soon, pending regulatory approval.
Tech Optimizer
May 23, 2025
Cloudflare, in collaboration with Microsoft and international law enforcement, has dismantled the infrastructure of LummaC2, an information-stealing malware service. This initiative led to the seizure and blocking of malicious domains and disrupted digital marketplaces used by criminals. Lumma Stealer operates as a subscription service providing threat actors access to a central panel for customized malware builds and stolen data retrieval. The stolen information includes credentials, cryptocurrency wallets, and sensitive data, posing risks of identity theft and financial fraud. Lumma Stealer was first identified on Russian-language crime forums in early 2023 and has since migrated to Telegram for distribution. Its proliferation is facilitated by social engineering campaigns, including deceptive pop-ups and bundled malware in cracked software. Cloudflare implemented measures to block access to Lumma's command and control servers and collaborated with various authorities to prevent the criminals from regaining control. Mitigation strategies for users include restricting unknown scripts, limiting password storage in browsers, and using reputable endpoint protection tools. The operation has significantly hindered Lumma's operations and aims to undermine the infostealer-as-a-service model contributing to cybercrime.
Tech Optimizer
May 21, 2025
Upgrading to Graviton4-based R8g instances with Aurora PostgreSQL-Compatible 17.4 in an Aurora I/O-Optimized cluster configuration results in significant performance improvements. The new instances provide up to 1.7 times higher write throughput, 1.38 times better price-performance, and reduce commit latency by up to 46% on r8g.16xlarge instances and 38% on r8g.2xlarge instances compared to Graviton2-based R6g instances. The Amazon Aurora PostgreSQL-Compatible Edition now supports AWS Graviton4-based R8g instances and PostgreSQL 17.4, which introduces performance enhancements for I/O-Optimized configurations, optimizing write operations and batch processing. R8g instances offer up to 192 vCPUs and 1.5 TB of memory, supporting larger configurations and providing up to 50 Gbps of network bandwidth. PostgreSQL 17 includes vacuum improvements, eliminates the need to drop logical replication slots during upgrades, and expands SQL/JSON standards. Aurora PostgreSQL-Compatible separates compute from storage, enabling independent scaling and maintaining six-way replication for durability, while processing changes as log records to reduce I/O operations. Performance benchmarks using HammerDB show improvements in throughput and commit latency across various workloads. For small workloads on 2xlarge instance size, throughput increased by 50.25% and commit latency improved by 33.87%. For medium workloads on 16xlarge instance size, throughput increased by 30% and commit latency improved by 17.44%. The most significant performance benefits arise from combining hardware upgrades from Graviton2 to Graviton4 with database engine upgrades from PostgreSQL 15.10 to 17.4. For small workloads, throughput increased by 70% and commit latency improved by 38.71%. For medium workloads, throughput increased by 70% and commit latency improved by 46.67%. Cost efficiency is also enhanced, with a 38% improvement in price performance and a 61.26% improvement in price-performance ratio when comparing Graviton2 and Graviton4 instances. Reserved Instances for Graviton4-based R8g instances offer additional cost-optimization opportunities.
Winsage
May 1, 2025
Business and enterprise users are facing challenges upgrading to Windows 11 24H2 due to an issue stemming from an update released on April 8th, which primarily affects machines using Windows Server Update Services (WSUS). Windows 11 Home users are not impacted by this issue. Microsoft is investigating a fix but has not yet provided a solution, leaving users who installed the April 8th update unable to upgrade. The affected versions of Windows 11 include 23H2 and 22H2.
AppWizard
April 24, 2025
Manychat has secured million in a Series B funding round led by Summit Partners to expand its operations. The company has approximately 1.5 million customers in 170 countries, including brands like Nike and the New York Times. Manychat facilitates the transmission of billions of messages annually across platforms such as TikTok, Instagram, WhatsApp, and Messenger. Since its inception in 2015, Manychat had raised around million prior to this round, mainly from a million Series A round in 2019. The company operates at a near break-even point and has experienced significant growth, particularly after Facebook opened its Messenger APIs. Manychat's focus on user engagement distinguishes it from many generative AI chatbots. The new funds will be used for research and development to enhance AI capabilities and improve global sales, marketing, and customer support.
Tech Optimizer
April 10, 2025
Heroku has migrated its multi-tenant PostgreSQL database fleet from a self-managed environment on Amazon EC2 to the Amazon Aurora PostgreSQL-Compatible Edition, improving operational efficiency and customer satisfaction without impacting customers. This transition involved moving over 200,000 databases, utilizing a dual control plane approach and specialized transfer systems for efficient data migration. The new architecture allows Heroku to leverage AWS Cloud services more effectively, alleviating the operational burdens on engineering teams and enabling a focus on customer value. The migration also positions Heroku to introduce advanced features such as AI-enabled database administration and enhanced security measures.
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