production Archives

Tech Optimizer

February 11, 2026

Constructive Launches Secure-by-Default Postgres Platform for the Agentic Era

Constructive has launched a secure Postgres platform that incorporates Row-Level Security (RLS) at the time of table creation to enhance backend security. This platform aims to prevent misconfigurations that could lead to vulnerabilities. Constructive has also achieved over 100 million npm downloads for its open-source developer tools. The platform is designed to address the growing prominence of Postgres as a preferred database, especially in applications supporting OpenAI's infrastructure, which serves 800 million users monthly. The launch aligns with trends such as Postgres being the default database, the dual impact of AI-assisted development increasing both speed and risks, and the challenge of human oversight in software development. The platform establishes a trust layer for AI-generated backends, ensuring consistent policy enforcement and verifiable security measures. It operates beneath the application layer, utilizing abstract syntax trees to apply security deterministically. Constructive's tools are currently in use across over 10 million databases at companies like Supabase and Databricks, and the secure Postgres platform is available in commercial private beta.

AppWizard

February 10, 2026

Most popular messaging apps 2025| Statista

Companies are increasingly integrating sustainability into their core strategies by reducing waste, improving energy efficiency, and ensuring ethical sourcing. This shift reflects changing consumer expectations and enhances brand loyalty. Additionally, businesses are leveraging technology through artificial intelligence, automation, and data analytics to streamline operations and improve customer engagement. Fostering strong customer relationships is emphasized through personalization, community engagement, and feedback mechanisms, which strengthen loyalty and position businesses favorably in the marketplace.

AppWizard

February 1, 2026

How Does Jack Black Feel About The Minecraft Movie’s Theater Audience ‘Going Nuts? (I Can’t Get Enough Of His A+ Comparison)

This year features several anticipated video game adaptations, including The Super Mario Galaxy Movie, Mortal Kombat II, and Street Fighter. A Minecraft Movie became the highest-grossing film in the domestic market of 2025, earning 8.3 million globally. The film's success was marked by enthusiastic audience reactions, reminiscent of The Rocky Horror Picture Show. Jack Black noted the audience's fervor and compared it to his childhood experiences with the cult classic. Warner Bros. re-released the film due to its reception, and Black's song “Lava Chicken” became the shortest hit to reach the Billboard charts. A sequel is in development, with production expected to start in April and a release date set for July 23, 2027.

AppWizard

January 30, 2026

Not content with its breakneck pace, Hytale dev slows down updates for the live game so it can be “more adventurous”

Hytale, developed by Hypixel Studios, has reached a stable phase in its development, attracting millions of players for its early access launch. The studio has secured significant funding and is expanding its team to support ongoing development. Founder Simon Collins-Laflamme has introduced a new update release schedule, with two major updates and many smaller patches already rolled out. Pre-release builds will be launched weekly, with the understanding that some downtime may occur. Players are advised to back up their worlds due to potential instability during pre-releases. Updates will transition to the live build only when the team is confident in their quality, with releases expected every two to six weeks. Hypixel Studios will notify the community a few days before any full release, allowing for better adaptation between major updates. The development team emphasizes transparent communication with players to enhance the gaming experience.

AppWizard

January 30, 2026

Best Arknights Endfield blueprints – top builds for early, mid, and late game

The landscape of Arknights Endfield features various blueprints that optimize resource production and gameplay. Players must choose blueprints wisely to maximize efficiency, especially with limited space. The AIC is central to operations, generating essential resources like Oroberyl for acquiring top-tier operators. Early game blueprints include: - Amethyst Parts: Requires a Refining Unit and a Fitting Unit. - Planting Loop: A self-sustaining loop for Buckflower. - Industrial Explosives: Necessary for unlocking hidden areas. - Power Plant: Manages energy needs using Ferrium or Amethyst Ore. Mid-game blueprints focus on Ferrium collection: - Valley Pass Resource Production: Maximizes resource generation. - Buck Capsule [B] and [C]: Produced with different ore requirements. Late game blueprints for maximizing production capabilities include: - Mega Base A, B, C, D (Optional), E (Optional): Produce HC Valley Batteries and Buck Capsule [A]. - Buck Capsule [A]: Optimized production line for trading and powering operations. - Ultimate Late Game Base A-F: Pinnacle of production efficiency for vast resource generation. In Wuling, new mechanics require adaptation: - Wuling Base: Facilitates production of Xiranite. - Yazhen Syringe [C]: Efficient production line after unlocking the Sky King Flats outpost. To import blueprints, players can access the blueprint menu, navigate to 'Shared Blueprints', click 'Import Blueprint', paste the code, and save it.

Tech Optimizer

January 29, 2026

Aurora PostgreSQL 13 Deadline: Four Upgrade Paths to Beat February Cutoff

Standard support for Amazon Aurora PostgreSQL-Compatible Edition and Amazon RDS for PostgreSQL version 13 will end on February 28, 2026. PostgreSQL 13 will be deprecated by the community in November 2025, ceasing to receive bug fixes or security patches. AWS recommends upgrading to newer versions, such as 16 or 17, which offer significant performance enhancements and improved security. PostgreSQL 17 can achieve up to twice the write throughput and consumes 20 times less memory during vacuum operations. Version 16 introduces pg_stat_io for detailed I/O statistics, while version 14 includes a vacuum emergency mode. Aurora-specific enhancements in version 14.9 and later can lead to faster query latency and reduced costs. Version 14 introduces new roles for access control, and version 15 revokes certain permissions. Major upgrades in logical replication include automatic slot synchronization in version 17 and support for parallel apply in version 16. Transitioning between major versions requires careful examination of catalog changes, as some views and configuration parameters will evolve. Extensions must be verified, as most do not auto-upgrade. An in-place major version upgrade can be performed via the AWS Console or CLI, with downtime varying based on database size. AWS recommends snapshot-based testing beforehand. The CLI command can check valid upgrade targets, leading from version 13 to 14, 15, 16, or 17. Preparation involves validating instance classes and dropping replication slots. Amazon RDS Blue/Green deployments allow for near-zero downtime by synchronizing production with a staging environment, enabling application testing before traffic switching. This feature is supported from Aurora PostgreSQL version 13.12 onward. Logical replication through pglogical offers flexibility for minimal downtime, while AWS DMS supports homogeneous migration with Change Data Capture. Extended Support is available for a fee, providing up to three years of security patches. Best practices include replicating production environments in staging, conducting load tests, and validating queries against new catalogs. Recent minor releases, including Aurora PostgreSQL 17.6 and 16.10, showcase ongoing improvements. Engaging AWS Support is advisable for complex setups to ensure seamless transitions before the deadline.

Winsage

January 29, 2026

Microsoft’s Quiet Exodus: Why Enterprise Developers Are Abandoning Windows for Linux Workstations

Microsoft developers and enterprise technology leaders are increasingly choosing Linux over Windows for development tasks, driven by performance concerns, workflow inefficiencies, and the rise of cloud-native development. The Windows Subsystem for Linux (WSL) has facilitated this shift by allowing developers to work in a Linux environment while still using Windows. Tools like Docker, Kubernetes, and Terraform, which are primarily designed for Linux, have led to a reevaluation of desktop strategies across various industries. Linux provides direct access to the same kernel and toolchain used in production, reducing discrepancies that can lead to bugs. It typically requires less memory at idle compared to Windows, making it more efficient for developers managing multiple containers or virtual machines. Microsoft has responded by investing in platform-agnostic tools like Visual Studio Code and embracing Linux on its Azure cloud platform, where over 50% of virtual machines run Linux. The introduction of WSL2 has improved compatibility and performance, but it has also highlighted Windows' limitations, leading to frustrations among developers. Security considerations favor Linux due to its open-source nature, allowing for greater customization and auditing. Financially, Linux can be more economical for enterprises due to lower licensing costs and reduced hardware requirements. Organizations that have switched to Linux report significant improvements in build times and overall developer experience. Hybrid strategies are emerging to accommodate developer preferences while ensuring security, with cloud-based development environments gaining traction. The trend toward Linux workstations reflects broader industry movements toward open source and platform independence, as companies adapt to attract and retain technical talent.

Tech Optimizer

January 28, 2026

Strategies for upgrading Amazon Aurora PostgreSQL and Amazon RDS for PostgreSQL from version 13

Standard support for PostgreSQL version 13 will end on February 28, 2026. Upgrading to newer PostgreSQL versions can enhance database performance and introduce new features. Notable enhancements in recent versions include: - Vacuum emergency mode (v14+) to manage old row versions. - Improved I/O performance (v17) with better write throughput. - Enhanced query optimization (v17+) for IN clauses and parallel BRIN index builds. - Memory efficiency improvements (v17) reducing vacuum memory usage. - Advanced monitoring features like pg_stat_io (v16+) and pg_wait_events (v17+). - Logical replication improvements such as failover support and slot migration (v17+). - Developer experience enhancements including JSONB subscripting (v14+) and SQL/JSON JSON_TABLE (v17+). - Security enhancements with new roles for access control (v14+) and maintenance tasks (v17+). For Amazon Aurora PostgreSQL-Compatible, upgrading to versions v14.9+, v15.4+, v16.1+, and higher can yield performance optimizations, including faster query latency and cost savings. Changes in system catalog views and configuration parameters have occurred in PostgreSQL versions 14 to 17, impacting application compatibility. Upgrade strategies include in-place upgrades, blue/green deployments, logical replication, and using AWS Database Migration Service (AWS DMS). If an immediate upgrade is not possible, Amazon RDS Extended Support offers up to three years of continued security patches and bug fixes beyond the standard support end date.

Winsage

January 28, 2026

Microsoft vows to make “behind-the-scenes platform changes” as it begins testing next phase of Windows 11

Microsoft is testing new builds in the Insider Dev Channel, advancing to the 26300 series. These builds will include features from the 26220 series, which will remain in the Beta Channel. The 26300 builds are expected to be finalized as version 26H2 this fall, while version 26H1 is set to launch in the spring for next-generation Arm devices. The upcoming version 26H1 is based on a newer platform, codenamed Bromine, while 26H2 will be built on an older platform version. Insiders can test the 26300 series builds by enrolling in the Insider Dev Channel and checking for updates in Windows Update.

AppWizard

January 28, 2026

The Darkest Dungeon board game fiasco is finally over, and as expected it’s ended in tears: ‘Mythic Games is no longer able to manufacture or deliver’ it, Red Hook says, so it’s giving away the game files to all backers

The board game adaptation of Darkest Dungeon, initially funded through a Kickstarter campaign that raised .7 million, has collapsed due to ongoing financial issues with the publisher, Mythic Games. Red Hook Studios announced that Mythic Games is unable to manufacture or deliver the game, citing rising production and shipping costs exacerbated by the Covid-19 pandemic and geopolitical tensions. Mythic Games ceased operations in December 2025, and a promise to provide backers with 3D printer files for the game’s miniatures was revealed to be misleading. Red Hook has decided to release all relevant game files to backers but lacks the expertise and funds to produce the board game itself.