customer

AppWizard
October 13, 2026
Google has expanded its Certified Refurbished program in the U.S. to include the Pixel 9 series, which consists of the Pixel 9, Pixel 9 Pro, and Pixel 9 Pro XL. The Pixel 9 is priced at 9, while the Pixel 9 Pro and Pro XL are priced at 9 and 9, respectively. Each refurbished device undergoes rigorous quality checks, uses genuine replacement parts, and comes with a one-year warranty. Buyers receive a complimentary six-month subscription to Google AI Plus, which includes 2TB of cloud storage. The base Pixel 9 may be out of stock, but the Pixel 9 Pro and Pro XL are available for purchase. The refurbished Pixel 9 series offers savings of approximately 0 compared to the original launch price. Each device undergoes a multi-point inspection evaluating critical components, and only genuine parts are used for repairs.
Tech Optimizer
October 11, 2026
Lakebase is a fully managed Postgres database designed for modern application development, featuring an architecture that separates storage and compute with a serverless compute layer. This design allows for cost efficiencies through various mechanisms: 1. **Branching**: Developers can create isolated environments for development, testing, or experimentation without duplicating storage costs, as branches share the same underlying storage. 2. **Autoscaling**: Lakebase adjusts compute resources based on activity levels, allowing users to pay only for the compute they use. It can scale down during low activity and can be suspended entirely after inactivity, reducing costs to zero. 3. **Read Replicas and High Availability**: The separation of storage and compute allows for adding read replicas and high availability without incurring additional storage costs, as these instances utilize the same storage layer. 4. **Synced Tables**: Integration with the Databricks Intelligence Platform enables efficient data syncing, allowing users to sync only the necessary working set of data, which helps avoid unnecessary storage and sync costs. 5. **Sync Modes**: There are three sync modes (Snapshot, Triggered, Continuous) for transferring data from the Lakehouse to Lakebase, each with different cost implications based on data freshness requirements. 6. **Right-sizing Compute**: Users can set the initial compute range during project provisioning to avoid over-provisioning and unnecessary costs. 7. **Monitoring and Metrics**: The Lakebase Metrics dashboard provides insights into working set size and cache utilization, helping users optimize their compute sizing and performance. 8. **Point-in-Time Restore (PITR) and Snapshots**: PITR maintains history for recovery within a configurable window, while snapshots offer discrete recovery points. Both are priced lower than standard storage, making them cost-effective options for data recovery. Lakebase costs are categorized into compute, storage, and serverless pipeline compute for syncing data. Compute is measured by CU usage, while storage includes branch storage, PITR history, and snapshot storage, all tracked separately. Users can access detailed usage and cost information through system billing tables.
Tech Optimizer
October 10, 2026
The Nebius Managed PostgreSQL team developed a solution for AI workloads using CloudNativePG and Kubernetes, resulting in improved backup and restore times by transitioning from Barman to WAL-G, reducing a 1.5 TB backup duration from over a day to two hours. Since its launch in 2025, the service supports hundreds of production clusters and manages tens of tebibytes of data. Key features include high availability, point-in-time recovery, automated failover, compressed and encrypted backups, rapid restoration, connection pooling, and strict synchronous replication for zero data loss. Kubernetes and CloudNativePG were chosen for their advantages, including out-of-the-box features and open-source distribution. Each cloud project has a separate MK8s cluster for customer isolation and security. Persistent data is stored on fault-tolerant SSD drives, enabling swift instance migration during failures. Regular physical backups are archived, allowing restoration within a seven-day window with a single click. The transition from Barman to WAL-G addressed slow backup and restoration times and resource control limitations. With WAL-G, backups and restorations for a 1.5 TB cluster improved to two hours and one hour, respectively. PgBouncer was implemented to manage database connections effectively, reducing connection storms during peak AI workload traffic. Two vector search extensions, pgvector and pgvectorscale, are available to cater to different memory and dataset needs. Benchmarking showed that Nebius performs competitively with AWS at a lower cost. The infrastructure integrates cloud engineering principles with specialized expertise to meet AI workload demands.
AppWizard
October 8, 2026
Eligible Android users in Oklahoma can now integrate their driver's licenses or state ID cards into Google Wallet. Residents must still carry their physical IDs even if they are uploaded to mobile devices. Participating TSA checkpoints, including Tulsa International Airport and OKC Will Rogers International Airport, accept these digital IDs, along with over 250 airports nationwide. Service Oklahoma has introduced a free verification app, "Oklahoma Reader," for businesses to confirm transaction details without retaining customer data. Digital IDs in Google Wallet are encrypted and require personal authentication for access. To add an Oklahoma Driver License or State ID to Google Wallet, users must open the app, tap "Add to Wallet," select "ID Card," and follow the verification instructions.
Winsage
October 8, 2026
A new initiative has been introduced to simplify the purchasing process by enhancing customer experience. Key components include: - Customers will provide essential location details: state, zip code, and country. - A dropdown menu will allow customers to select their state, reducing input errors. - The zip code input field will accommodate a maximum of seven characters for ease of entry. - A clear label will guide customers to specify their country, aiding in service customization. This redesign aims to improve user experience and operational efficiency.
Search