creation Archives

Tech Optimizer

October 11, 2026

A practical guide to cost optimization with Lakebase Postgres

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

AWS Embeds DuckDB in Aurora PostgreSQL, Enabling Direct Data Lake Queries Without ETL

Amazon Web Services (AWS) has integrated the open-source analytics engine DuckDB into its Amazon Aurora PostgreSQL database, allowing users to query Apache Iceberg tables and Parquet files directly from data lakes without traditional ETL processes. This feature, announced on September 30, 2026, enables seamless access to both operational and historical data in a single SQL statement. Users can enable the aurora_analytics extension, assign an IAM role for S3 and AWS Glue access, and create external tables using standard PostgreSQL syntax. The integration supports Iceberg tables managed by AWS Glue Data Catalog, Iceberg REST Catalog-compatible external catalogs, Parquet files on S3, and S3 Tables. Performance optimizations include predicate pushdown and column pruning on the data lake side, with caching for frequently accessed data. This feature is available for Aurora PostgreSQL versions 17.11 and later, and 18.6 and later, across all commercial regions and AWS GovCloud (US), with no additional charges beyond Aurora compute and S3 request fees. In a separate development, AWS has a significant contract with AI company Anthropic, anticipating billion in cloud-related contractual obligations over several years, with approximately billion projected to be paid to Amazon from a 10-year agreement announced in April 2026. Anthropic's revenue has shown impressive growth, with first-quarter 2026 revenue reaching 0 million and second-quarter revenue at .8 billion. However, risks are present, as a significant portion of Anthropic's revenue comes from a few customers, and many larger clients lack long-term contracts. Amazon has invested .8 billion in Anthropic, with its stake valued at approximately billion as of June 2026.

Tech Optimizer

October 10, 2026

Supabase Announces $150M in New Funding and Turso Acquisition

Supabase has secured 0 million in funding led by GIC, with participation from Alphabet's CapitalG, IronArc, and SquarePeg. This follows a million Series F round four months earlier. Supabase has acquired Turso, a platform for managing databases for agentic workloads, to enhance its product development and provide liquidity for employees. The company is adding over 1 million users and 4 million databases monthly, with 70% created by AI-driven tools, reflecting a 600% year-over-year increase in databases. Turso's architecture allows for on-demand provisioning of databases in public cloud and BYOC setups. Glauber Costa, founder of Turso, will become Head of Agentic Services at Supabase. Supabase, established in 2020, supports over 13 million developers with a comprehensive backend solution.

AppWizard

October 10, 2026

Triple-A Minesweeper is a gleeful send-up of blockbuster gaming’s worst habits, from yellow paint to characters who talk too much

Triple-A Minesweeper is a parody game developed by Mike Lacher that critiques the excessive guidance in triple-A games. It begins with unskippable title cards featuring third-party software and developers, followed by an introduction to the character Sweeper and his predicament explained by Nora. The game features a yellow diamond marker that directs players where to click, satirizing modern gaming's overzealous assistance. The Sweeper vocalizes his thoughts during gameplay, adding humor. The game is designed to be completed in about five minutes and offers a light-hearted critique of gaming conventions.

AppWizard

October 10, 2026

Google redesigns the search bar in its Android app

Google has updated the search bar on the home screen of its Android app in version 17.65.17, introducing a new "plus" button for easier access to file uploads and AI tools. The redesigned search bar is slimmer with a white background, a border, and a shadow effect. The plus icon on the left allows users to attach images or files, create visuals with Nano Banana, or switch models in AI Mode, while the microphone and Google Lens icons remain on the right. The two shortcut buttons beneath the search bar now have text labels: "Create" for Nano Banana and "Talk" for Search Live, improving usability. The update is being rolled out broadly, but no specific timeline has been provided for when users in the UAE will receive it. Users need to update the app to version 17.65.17 to access the new search bar, and the plus button does not add new features but provides quicker access to existing ones.

AppWizard

October 10, 2026

This App Wants to Make Your Android Handhelds Last Even Longer

Battery life is a significant concern for Android handheld device users, prompting some to use custom firmware while others prefer stock Android. Strategies to extend battery life exist but vary in effectiveness and effort required. SleepManager is an application designed to optimize battery usage during inactivity by automatically disabling Wi-Fi and Bluetooth, activating Battery Saver, managing specific applications, scheduling syncs, and preventing clamshell devices from waking inadvertently. It is accessible without rooting or complex commands, allowing users to download and configure it easily. The developer noted that SleepManager was created using AI-assisted development, which has sparked discussions about AI's role in app creation.

AppWizard

October 9, 2026

5 best Minecraft seeds for 26.3

Minecraft 26.3, known as the Wilderness Bound update, introduces the Dappled Forest biome and offers players a selection of notable seeds for enhanced gameplay. The following seeds are highlighted: 1. Dappled Forest Harbor Village (Seed: 1040674356) - Features a four-leaf clover-shaped Dappled Forest with a village by the water. 2. Deep Into the Forest (Seed: 698652434) - Contains a village within the Dappled Forest, surrounded by colorful foliage and mountains. 3. Mountain Village, Cherry Slopes, and Cavern Depths (Seed: 8303230368046258714) - Includes a plains village at the base of snowy peaks, cherry slopes, and an Ancient City beneath. 4. Mansion Crushes Village Spawn Island (Seed: 4358921489363102297) - A Woodland Mansion overlaps a village on the spawn island, creating a challenging start. 5. Massive Dappled Forest Double Village Spawn (Seed: -2071092601429184301) - Features two villages and extensive Dappled Forest near the spawn point. To use a seed in Minecraft, Java Edition players should select "Create New World," go to the "More" tab, and paste the seed. Bedrock users can find the seed field under "Advanced settings." Seeds may generate differently between editions and versions, and location references are approximate.

BetaBeacon

October 9, 2026

Google Playground: Make Your Own Games Without Coding

Google has introduced Playground, a website that allows people to create games without coding skills. Users can direct the game by typing what they want to build, customize characters, and tweak physics. Access to Playground is tiered based on Google AI subscription.

Winsage

October 9, 2026

Microsoft’s AI-Powered Windows Strategy: 5 Things To Know

Microsoft has transitioned its Execution Containers capability into general availability, creating a secure environment for AI agents on Windows 11. Nvidia's CEO praised Microsoft's MXC architecture as a revolutionary foundation for application development. Organizations are increasingly relying on managed service providers to navigate AI tools. The general availability of Microsoft Execution Containers allows organizations to define access for AI agents, with real-time policy enforcement. The open-source MXC library integrates across Windows, macOS, and Linux, helping manage agent interactions and mitigate risks. Microsoft is enhancing the Copilot experience with hybrid intelligence features and revamping Windows Search for better performance. Preorders for new Copilot+ PCs powered by Nvidia's RTX Spark technology are open, with shipments starting on October 16. Device partners like Dell, HP, and Lenovo are also launching AI PCs on the same date. Later this year, Dell and HP will introduce Nvidia’s DGX Station technology to enable local running of frontier-class AI models on Windows devices.

Winsage

October 9, 2026

Jensen Huang remembers Windows early days, crediting Microsoft, says that ‘Nvidia was founded because of Windows’; CEO Satya Nadella jokes: If you could just do a little transfer of…

Nvidia CEO Jensen Huang stated that Nvidia was founded due to the introduction of Windows 3.1 in 1992, which laid the groundwork for GPUs. He highlighted that Windows 95 and DirectX allowed for the integration of GPUs into PCs, with DirectX 8 enabling the creation of the first programmable GPU featuring programmable shaders, leading to CUDA. Huang emphasized that without Windows, there would be no GeForce, and consequently, AI researchers might not have had the necessary computational resources for deep learning. The conversation also touched on a four-year collaboration between Nvidia and Microsoft that resulted in the RTX Spark project, which required over 4,000 engineering years and extensive testing across more than 1,200 applications. Laptops featuring RTX Spark are available for preorder, with shipments starting on October 16.