production Archives

Tech Optimizer

September 2, 2026

Connecting My LangGraph AI Agent to Postgres

A stateful LangGraph agent was developed to streamline a 15-minute booking process, mimicking a customer service representative. It features a user-friendly Streamlit UI and a backend powered by a Postgres database. The agent can respond to customer queries, calculate service prices, manage acceptance or rejection of services, propose appointment time slots, and confirm booking details. The agent operates in two persistence modes: in-memory for quick testing and Postgres for durability. Testing can be conducted locally with Streamlit or using Docker to simulate a production environment. Docker allows the application to interact with a PostgreSQL server without local installation, enhancing reproducibility. The project includes a docker-compose.yml file to initiate a PostgreSQL container, and users can also utilize a cloud-based Postgres solution. The application behavior remains consistent regardless of the database setup. The complete source code is available on GitHub for testing and further enhancements.

AppWizard

September 2, 2026

Fully Playable Scream Game Found in Steam Leak [2026]

A horror game based on the Scream film franchise was discovered in the Steam data leak that occurred from August 29 to 31, 2026. The game, an unfinished multiplayer prototype created by Fatshark, was found by a Twitter user named Roly Poly Reaper, who managed to run it on their computer and enable online multiplayer. The prototype included several unfinished builds, with one featuring operational networking code that allowed players to take on the roles of survivors evading a player-controlled Ghostface. The project appears to have been a pitch build, never fully greenlit for production, and was stored in Valve’s old Steam2 backend for approximately 15 years before the leak. Roly Poly Reaper used the Goldberg Steam emulator and Radmin VPN to run the game, circumventing the need for a live connection to Valve’s servers. Fatshark, known for cooperative shooters, had reportedly built the Scream prototype around 2011, coinciding with the release of Scream 4. The prototype's existence predates the popularization of the asymmetric horror genre by several years. The Steam2 leak itself involved approximately 12 to 13 terabytes of data, including various internal builds and beta versions from Valve and third-party developers. Valve has not publicly commented on the leak.

AppWizard

September 1, 2026

Netflix’s Minecraft TV Show Gets a Huge Update After Years of Uncertainty

Netflix's Minecraft animated series is still in production, confirmed by Jens Bergensten, Chief Creative Officer at Mojang Studios. The series was first announced in 2024 and features an original narrative with new characters. Flying Bark and WildBrain are collaborating on the animation. The series is a 30-minute CG-animated action-adventure comedy, with Kevin Adams, Joe Ksander, and A.C. Bradley involved in the production. The last major update was at the Annecy festival in June 2025, and while there is no official premiere date, estimates suggest a potential debut in 2027 or 2028. The series may launch after the live-action sequel, A Minecraft Movie Squared, which is set for release on July 23, 2027.

Tech Optimizer

September 1, 2026

Connecting My LangGraph AI Agent to Postgres

A stateful LangGraph agent was developed to streamline a 15-minute booking process, featuring a user-friendly Streamlit UI and a backend powered by a Postgres database. The agent responds to customer queries, calculates service pricing, manages service acceptance, suggests time slots, and confirms appointment details. It operates in two modes: in-memory for rapid testing and Postgres for persistent storage. Testing can be done locally using Docker, which simulates a Postgres environment, or with a hosted Postgres instance. The project includes a docker-compose.yml file to initiate a PostgreSQL 16 container, allowing the application to connect to the database. Data persistence is ensured through Docker volumes, and the application can be run with specific commands after setting up the environment variables. The system has been tested successfully, demonstrating its ability to manage bookings and maintain data integrity across sessions. Future enhancements are planned to improve the booking workflow and integrate additional communication channels.

AppWizard

August 31, 2026

Minecraft animated series is still in development – Netflix and Mojang deny rumors of cancellation

The animated series based on Minecraft was announced in May 2024 to coincide with the game's 15th anniversary, with Netflix and Mojang collaborating on the project. Kevin Adams and Joe Xander were appointed as showrunners, and Ashley Bradley was brought in as the writer, with animation by Flying Bark Productions. Updates about the series have been sparse, leading to concerns about its potential cancellation, especially after a reveal at the Annecy Festival in 2026 did not occur. However, representatives from Netflix and Mojang have confirmed that the series is still in production, with development progressing as planned. The timeline for completion is uncertain, with reports suggesting production could extend until 2028, and no official release date has been announced.

AppWizard

August 31, 2026

Monday’s Android game and app deals: Cubasis 3, Seoul Exorcist 1111, Halls of Torment, more

During the Amazon 2026 Labor Day sale, shoppers can find deals on the Nothing Ear (3a) noise-cancelling earbuds at a low price and the CMF Clip Pro at a competitive price. There is also a selection of discounted Android games and applications, including: - Cubasis 3 – DAW & Music Studio - Seoul Exorcist 1111 - Fairy Knights - Story based RPG - Fighting Fantasy Legends - Guardian War: Ultimate Edition - Black Border 2 - Police Department Tycoon Pro - Halls of Torment: Premium

Winsage

August 30, 2026

Dear Microsoft, where is the Surface to showcase all these improvements to Windows 11?

Microsoft has introduced Windows 11 version 26H2 to the Release Preview Channel, signaling a broader rollout in the coming weeks. This update includes user interface enhancements such as the ability to reposition the Taskbar, resize the Start menu, and disable web and Store suggestions. Over 7,000 applications are now optimized for Arm architecture, indicating growing support for Windows on Arm. PowerToys has also updated with a feature called Window Hopper for easier window management. Despite challenges in communication and design consistency across its products, Microsoft is focusing on the advancements in Windows 11, particularly in relation to Snapdragon technology, which has encouraged the production of Snapdragon-powered laptops. There is currently no unified marketing strategy or event planned to showcase the upcoming changes in Windows 11.

AppWizard

August 28, 2026

Google gives Android developers until February to use less RAM

AI data centers are consuming memory chips faster than the semiconductor industry can adjust production, affecting the Android ecosystem. Google announced new memory reduction requirements for all applications on Google Play due to hardware supply constraints impacting device memory availability. Every Android application must comply with revised performance thresholds for dynamic memory usage and bitmap allocation, with developers exceeding limits receiving automated notifications. A Memory Limiter tool will be introduced to enforce compliance by restricting non-compliant applications' memory usage. Budget Android devices, particularly those with 4GB of RAM, are at greater risk of crashes without optimization from developers. This policy will impact millions of users in regions with affordable Android phones. Chip foundries like Samsung, SK Hynix, and Micron are reallocating production capacity towards High Bandwidth Memory for AI training chips, leading to a tighter supply of conventional DRAM for consumer devices. Google has not specified numerical thresholds for compliance, and the consequences for non-compliance remain unclear, with only warnings mentioned. The Memory Limiter tools are expected to be rolled out before the end of 2026, with full enforcement starting in February 2027, and a second requirement, Zero Tap Sign-In, will be introduced in April 2027. Development teams should prepare for these changes in the latter half of 2026.

AppWizard

August 28, 2026

Gaming Has Never Been Better. So Why Does It Feel Like the Worst Time to Be a Gamer?

The gaming industry is experiencing a surge in high-profile releases, including Grand Theft Auto 6, Control Resonant, Ace Combat 8, and Modern Warfare 4. However, the cost of entry has increased significantly, with flagship consoles like the PS5 and Xbox Series X now priced at least 0 above their launch prices. Microsoft is reportedly losing 0 per console sold, and the upcoming Nintendo Switch 2 is expected to see a price increase. A shortage of memory and storage, driven by AI demands, has made essential gaming hardware more expensive. Mobile gaming and PC gaming are also affected, with graphics card prices projected to rise by 20% to 30%. The term “RAMageddon” has emerged to describe the doubling of memory prices since late 2025. Major companies like Microsoft and Sony are facing disappointing hardware sales, with projections of an 11% decline in PC shipments by 2026. The traditional model of game ownership is shifting towards a rental-like system, with digital sales tying ownership to accounts and licenses. Concerns about game accessibility have grown, leading to the Stop Killing Games movement. Nintendo's introduction of Game-Key Cards for resale has raised questions about long-term access, while Sony plans to end production of physical game discs by 2028. The average cost of AAA games has risen, with new titles like Mario Kart World for the Switch 2 priced at . Cloud gaming and subscription services further complicate ownership, as game availability is contingent on licensing agreements.

Winsage

August 28, 2026

“Now includes TETRIS for Windows!” The story behind Microsoft’s 1990s last-minute sticker gamble

Microsoft faced challenges during the launch of the Microsoft Entertainment Pack, particularly regarding the packaging and licensing of Tetris. Due to ongoing negotiations for the licensing rights, the initial packaging did not include any reference to Tetris, leading to the decision to use a bright red sticker stating "Now Includes TETRIS for Windows!" once the licensing agreement was secured just before the product launch. This last-minute addition transformed the marketing approach into a success, and the product was later branded as Microsoft Entertainment Pack 1. The stickered version of the pack has since become a sought-after collectible.