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Announcing Lakebase Search: agent-native retrieval built into Lakebase Postgres
Tech Optimizer
June 18, 2026

Announcing Lakebase Search: agent-native retrieval built into Lakebase Postgres

Lakebase Search is a hybrid vector and full-text retrieval system integrated into Lakebase, now in beta on AWS and Azure. It utilizes two Postgres extensions: lakebase_vector and lakebase_text, allowing agents to operate on a single data backend. Agents manage four times more databases than human users and require real-time access to indexed data. The system features a tiered architecture that stores cold data in cost-effective object storage while keeping active data in local NVMe, significantly reducing costs. The lakebase_vector extension offers 32x compression for vectors, allowing a billion vectors to fit into under 10GB of RAM. The lakebase_text extension provides BM25 relevance ranking without high RAM usage. Benchmarking shows that Lakebase Search can efficiently handle large-scale workloads, achieving high recall and low latency with reduced resource requirements compared to traditional architectures. The system allows for continuous search experimentation and dedicated retrieval engines for each agent, enhancing operational efficiency and scalability.
I tried Bus Simulator 27 on PC, and it's a super relaxing game... Until it just isn't
AppWizard
June 17, 2026

I tried Bus Simulator 27 on PC, and it’s a super relaxing game… Until it just isn’t

Bus Simulator 27 is set to launch later this year, with a free demo available on Steam until June 22. The demo lacks support for DLSS or FSR, and during testing at 1440p on high settings with an RTX 5090, frame rates ranged from 70-80 FPS, with occasional drops. The AI traffic exhibits erratic behavior, often stopping abruptly and inconsistently adhering to speed limits, leading to penalties for the player in case of collisions. The voice acting can be distracting, interrupting the gameplay experience. The game is priced modestly, with additional content available for purchase, but there are concerns about optimization and AI dynamics that need addressing before the full release.
Pixel phones just got the biggest multitasking upgrade in years — here's how to use it
AppWizard
June 17, 2026

Pixel phones just got the biggest multitasking upgrade in years — here’s how to use it

The app bubbles feature in Android 17 is now available to all users, enhancing multitasking on devices like the Google Pixel 10a. Users can create app bubbles by long-pressing an app in the app drawer and selecting the Bubble option, allowing for up to five app bubbles at a time. This feature helps users manage multiple tasks more efficiently, as it allows for quick access to frequently used apps such as Slack, Gmail, YouTube, and Instagram. The setup can be customized based on personal usage habits, making it easy to integrate into daily routines.
If you're bored of shop sims about restocking shelves, here's one about helping someone find the album that could change their life
AppWizard
June 15, 2026

If you’re bored of shop sims about restocking shelves, here’s one about helping someone find the album that could change their life

A friend who worked in a bookstore found it challenging when customers provided vague descriptions of what they were looking for. The game Wax Heads allows players to engage in an immersive experience set in a record store that supports local bands and zines. The game is inspired by films like Empire Records and High Fidelity, featuring an artistic style similar to Scott Pilgrim. Wax Heads is available on Steam, along with a demo for players interested in the experience.
"Not only viable but quite enjoyable": I used Windows 11 with 8GB of RAM to see if it's as bad as everyone says
Winsage
June 11, 2026

“Not only viable but quite enjoyable”: I used Windows 11 with 8GB of RAM to see if it’s as bad as everyone says

Dell unveiled the XPS 13 at Computex, starting at 9 for students and ,199 for the general public. The device features a baseline configuration of 8GB of RAM and an Intel Core Series 3 chip with integrated LPDDR5x memory. The XPS 13 offers a memory bandwidth of 60GB/s, significantly higher than the 10.6GB/s of an older Windows 11 desktop with 8GB of single-channel DDR4 RAM. During testing, the XPS 13 handled multitasking well, with memory usage peaking at 7.2GB while running multiple applications and a 4K video stream. The laptop is set to launch on June 16, 2026.
Microsoft is bringing AI features to more Windows 11 PCs — just in case you were under the impression that AI was being cut back
Winsage
June 11, 2026

Microsoft is bringing AI features to more Windows 11 PCs — just in case you were under the impression that AI was being cut back

Microsoft is testing a new feature that allows developers to implement local language models on non-Copilot+ PCs running Windows 11. The Language Model APIs can now operate on any Windows 11 device with a compatible Nvidia GPU, specifically targeting GeForce RTX 30 series and newer models with at least 6 GB of video RAM. This initiative aims to democratize access to AI capabilities across a broader range of Windows 11 PCs, although not all PCs will gain access to exclusive Copilot+ AI functionalities.
Microsoft is killing the Copilot+ PC advantage, brings Windows 11's local AI to RTX 30+ PCs with 6GB vRAM
Winsage
June 11, 2026

Microsoft is killing the Copilot+ PC advantage, brings Windows 11’s local AI to RTX 30+ PCs with 6GB vRAM

Microsoft has made its local Language Model APIs for Windows 11 accessible on non-Copilot+ PCs, requiring an NVIDIA RTX 30 series GPU with at least 6GB of VRAM. Copilot+ PCs, which debuted on June 18, 2024, require 16GB of RAM, an SSD, and a minimum of 40 TOPS NPU. The new APIs allow broader access to AI functionalities, including AI-powered text formatting, summarization, text rewriting, text-to-table conversion, and general prompt generation, through a compact language model called "Phi Silica." Users with compatible NVIDIA GPUs can utilize these features locally, enhancing privacy compared to cloud-based models. However, some features remain exclusive to devices with NPU chips.
After 3,000 hours spent in Total War: Warhammer, 40k's gameplay reveal has me convinced this one might genuinely end me
AppWizard
June 9, 2026

After 3,000 hours spent in Total War: Warhammer, 40k’s gameplay reveal has me convinced this one might genuinely end me

The author recalls their first encounter with Morrowind and Rome: Total War, which sparked a love for RPGs and strategy games, respectively. They have spent over 6,000 hours in Rome: Total War, which has maintained consistency over 25 years. The gaming community is looking forward to Total War: Warhammer 40k, with recent gameplay footage and a closed beta announcement. The game will focus on Armageddon, featuring iconic characters and diverse campaigns for different factions. Tactical dynamics will involve the Astra Militarum, Orks, Space Marines, and Eldar, with an emphasis on strategic use of cover and new units. Impressive bombardment mechanics have also been revealed. The author initially expected a release in 2028, but now anticipates a launch next year.
5 apps you should use instead of NotebookLM
AppWizard
June 8, 2026

5 apps you should use instead of NotebookLM

NotebookLM is a leading AI research assistant and note-taking application, but there are several alternatives available. In a recent poll, user preferences for alternatives were as follows: OpenNotebook (31%), Obsidian (19%), Recall AI (6%), Notion (0%), Atlas (0%), and 44% preferred NotebookLM. Notion allows users to create a knowledge database and excels in managing interconnected databases, while NotebookLM focuses on analyzing research and generating audio summaries. Obsidian offers a customizable knowledge management system with a knowledge graph for organizing ideas. Recall AI serves as a self-organizing knowledge database that summarizes information into searchable cards and includes a quiz-making feature. Atlas is tailored for academic research, emphasizing accurate source citations and creating visual data representations. OpenNotebook mirrors NotebookLM's functionalities, allowing users to upload sources for AI-generated responses and offers audio summaries, but requires local or online hosting and technical proficiency.
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