capture Archives

Tech Optimizer

June 7, 2026

Implementing real-time change data capture with Debezium for Amazon Aurora PostgreSQL and Amazon RDS for PostgreSQL

Amazon Aurora PostgreSQL-Compatible Edition and Amazon RDS for PostgreSQL now support native streaming replication, allowing data changes to flow from source databases. Organizations often struggle to capture and propagate these changes in real time without affecting database performance. Traditional ETL pipelines can introduce significant delays, leading to outdated data and missed opportunities. Debezium is an open-source platform for change data capture (CDC) that monitors databases and streams changes to applications or data pipelines, enabling real-time data synchronization. The CDC solution combines PostgreSQL's logical replication with Debezium's change capture framework, focusing on Amazon Aurora for PostgreSQL. To implement this solution, logical replication must be enabled on Amazon Aurora through DB cluster parameter groups. Debezium connectors monitor the database's Write-Ahead Logging (WAL) via logical replication slots, converting transaction logs into structured event streams. Key components of the solution include: - Amazon Aurora for PostgreSQL as the source database with logical replication enabled. - A Debezium PostgreSQL connector running on MSK Connect for change capture. - Amazon MSK for message streaming. - An Amazon EC2 instance for testing and consuming change events. Steps to implement the solution include: 1. Creating an Amazon Aurora for PostgreSQL DB cluster and enabling logical replication. 2. Creating an Amazon MSK serverless cluster. 3. Setting up an Amazon EC2 instance to install Kafka and connect to the database. 4. Creating a custom plugin for Amazon MSK to replicate changes from RDS for PostgreSQL. 5. Uploading the custom plugin to an Amazon S3 bucket. 6. Storing credentials in AWS Secrets Manager and creating an IAM role for MSK Connect. 7. Testing the solution by verifying data replication and monitoring real-time changes. Monitoring can be done through CloudWatch Logs and the MSK Connect console, addressing common issues like replication slot lag and connector failures. To avoid charges, resources created during the implementation should be deleted in the correct order.

AppWizard

June 7, 2026

Final Fantasy Meets Minecraft In Massive New Open-World RPG

Steam serves as a vibrant hub for indie game developers, showcasing unique titles that often stand out against mainstream AAA releases. The cozy gaming genre, highlighted by games like Stardew Valley, has gained popularity, leading to dedicated conferences and livestreams. One of the latest indie games, Crystal Project 2, is an ambitious RPG that aims to redefine exploration with a seamless open world experience, combining elements of Minecraft and Final Fantasy. Developer Andrew Willman emphasizes the game's vision of allowing players to explore and personalize their environment. The indie scene on Steam continues to thrive, offering innovative titles that challenge traditional gaming conventions.

Tech Optimizer

June 6, 2026

PostgreSQL Dump and Restore: The Complete pg_dump Guide

pg_dump is a utility for exporting a PostgreSQL database into a file, which can be restored on the same or different servers. It exports a single database's tables, views, sequences, functions, indexes, triggers, and in-database grants but does not include roles, tablespaces, or server-level configurations. To capture global objects, pg_dumpall --globals-only should be executed prior to the per-database dump. pg_dump requires CONNECT and SELECT privileges on all tables and sequences within the target database, and a dedicated backup role is sufficient for single-database dumps, while superuser access is needed for global objects. pg_dump supports various output formats: plain SQL (.sql), custom binary (.dump), directory of files, and tar archive (.tar), each with different capabilities for restoration and compression. The custom format allows for selective and parallel restoration. For non-interactive use, credentials can be stored in a .pgpass file or passed via the PGPASSWORD environment variable. Restoration methods depend on the dump format: psql is used for plain SQL files, while pg_restore is used for custom and directory formats. The restoration process requires the target database to be created beforehand. Version mismatches between pg_dump and pg_restore can lead to failures, so it's essential to ensure that the binaries are version-matched. In Docker, pg_dump and pg_restore can be executed within containers, but care must be taken to manage credentials and ensure version compatibility. Exit codes from pg_dump should be checked to confirm successful operations.

AppWizard

June 6, 2026

Every Xbox and PC game announced during Summer Game Fest 2026

The seventh annual Summer Game Fest showcased upcoming titles for 2026 and beyond, featuring a two-hour presentation with trailers and gameplay reveals. Key announcements included: - Resident Evil: Veronica - A remake of Resident Evil: Code Veronica set to launch in 2027 on Xbox and PC. - Cuphead - Two new games: a sequel and an 8-bit arcade title called Mighty Cuphead Adventure. - Alien Isolation 2 - Teased with a trailer; release date not announced. - gen ATLAS - A mech-themed game from GenDesign. - Blood Message - A single-player action-adventure game expected on PC and consoles. - Stranger Than Heaven - Set for release on January 15, 2027, featuring Tupac as a character. - HAEX - An open-world survival shooter for 1-4 players. - Mortal Shell 2 - Open beta now available on Steam. - Teenage Mutant Ninja Turtles: The Last Ronin - A game set in a future New York City. - Gundam: Rogue Orbit - A new entry in the Gundam series. - Crossfire - A stealth-action single-player adventure. - Guild Wars 3 - Set to launch with a beta expected in 2027. - Star Wars: Galactic Racer - Releasing on October 6, 2026. - Virtua Fighter Crossroads - Announced for 2027. - RuneScape: Dragonwilds - Launching on Xbox on September 15, 2026. - 1666 Amsterdam - Entering Early Access in late 2026. - SAW: Genesis - A multiplayer horror game. - Star Wars: Zero Company - Releasing on August 27, 2026. - The Blood of Dawnwalker - Launching on September 3. - Among Us Story: On Guard - A story-driven spinoff available for wishlisting. - Monster Hunter Wilds: Ascendance - Expansion set for 2027. - Swords of Legends - An action RPG inspired by Soulsborne games. - Clutch - An open-world racer expected in Spring 2027. - Chronicles: Medieval - Entering Early Access later this year. - Palworld - Fully launching on July 10. - The Wolf Among Us 2 - Set for release in 2027, alongside a remaster of the original. - Stellar Blade: Blood Rain - Sequel to Stellar Blade. - Final Fantasy 7: Revelation - Launching in Spring 2027 on Xbox, PC, and PS5.

Tech Optimizer

June 6, 2026

Implementing real-time change data capture with Debezium for Amazon Aurora PostgreSQL and Amazon RDS for PostgreSQL

Amazon Aurora PostgreSQL-Compatible Edition and Amazon RDS for PostgreSQL support native streaming replication, allowing data changes to flow from source databases. Organizations often struggle with real-time data capture and dissemination, leading to outdated information due to traditional batch ETL pipelines. Debezium is an open-source platform for change data capture (CDC) that streams database changes to applications or data pipelines in real time. The CDC solution utilizes PostgreSQL's logical replication capabilities and Debezium's framework. Key components include Amazon Aurora for PostgreSQL as the source database, a Debezium PostgreSQL connector on MSK Connect, Amazon MSK for message streaming, and an Amazon EC2 instance for testing. To implement the solution, users must enable logical replication on Amazon Aurora, create an Amazon MSK cluster, set up an EC2 instance with Kafka, and create a custom plugin for MSK Connect. The process involves configuring IAM roles and policies, connecting to the database, and creating an Amazon MSK connector to stream changes. Testing the solution includes verifying real-time changes by inserting, updating, and deleting records in PostgreSQL, with events appearing in Kafka. Monitoring tools are available through CloudWatch for troubleshooting issues like replication slot lag and connector failures. To clean up resources after testing, users should delete the MSK Connect connector, custom plugin, Amazon MSK cluster, Aurora PostgreSQL database instance, EC2 instance, IAM role and policy, Secrets Manager secrets, CloudWatch Logs log group, and S3 bucket.

AppWizard

June 6, 2026

Google just pulled the plug on Pixel’s AI image generator

Google has discontinued the Pixel Studio image generation app, redirecting users to the Gemini app for image creation using Nano Banana models. Pixel Studio version 2.3 has disabled image creation, following previous feature removals. Existing images in Pixel Studio remain accessible for viewing and sharing. The app was launched alongside the Pixel 9 series in 2024 but struggled to gain a substantial user base. Users are now prompted to use the Gemini platform for their image generation needs.

Tech Optimizer

June 6, 2026

PostgreSQL vs SQL Server 2026: $0 vs $15K License

PostgreSQL has become the most utilized database for developers for two consecutive years as of 2026, while SQL Server has introduced native AI capabilities and vector search functionalities in its latest release. PostgreSQL is favored for new projects due to its permissive licensing, cross-platform operation, and extensive ecosystem of extensions, whereas SQL Server is preferred by organizations already using Microsoft products for its robust tooling and enterprise support. As of June 2026, SQL Server ranks third in the DB-Engines popularity ranking with a score of 698, while PostgreSQL ranks fourth with a score of 688. Developer adoption trends show that 49% of respondents in the Stack Overflow 2024 Developer Survey use PostgreSQL, compared to 27% for SQL Server. The latest stable version of PostgreSQL is 18.4, released on May 14, 2026, while SQL Server 2025 (version 17.x) became generally available on November 18, 2025. PostgreSQL is free under a permissive license, while SQL Server's Enterprise Edition can cost upwards of ,123 per two-core pack, with an eight-core minimum. PostgreSQL supports various operating systems, including Linux, Windows, macOS, and BSD, while SQL Server operates on Windows and Linux. PostgreSQL uses PL/pgSQL as its primary procedural language, allowing for multiple procedural languages, whereas SQL Server uses T-SQL. PostgreSQL's JSONB type offers rich indexing, while SQL Server added native JSON support in its 2025 release. Both databases are capable of handling high transaction volumes, but PostgreSQL excels in read-heavy scenarios due to its multi-version concurrency control, while SQL Server's columnstore indexes provide advantages for analytical workloads. PostgreSQL supports tables up to 32 TB, while SQL Server can handle a maximum database size of 524 PB. SQL Server's high availability technology includes Always On Availability Groups, while PostgreSQL offers built-in streaming and logical replication. The security features of both databases meet enterprise standards, with PostgreSQL providing a transparent patching process and SQL Server integrating with Microsoft tools. Real-world usage examples include Stack Overflow using SQL Server, while Instagram and Reddit utilize PostgreSQL. Developer sentiment increasingly favors PostgreSQL for new projects, emphasizing flexibility and open-source solutions. For new startups or greenfield projects, PostgreSQL is recommended due to its zero license cost and compatibility. Existing Microsoft enterprises are advised to stick with SQL Server for its integration benefits. Migration from SQL Server to PostgreSQL is becoming common, with a structured approach required for successful transitions.

AppWizard

June 6, 2026

Crossfire was the most surprising game reveal I’ve attended in years

That's No Moon is a relatively unknown studio in Los Angeles, established during the pandemic and backed by South Korean publisher Smilegate. The studio's debut game is titled Crossfire, which is a single-player, third-person tactical shooter that diverges from Smilegate's original competitive FPS. The game features a protagonist named Minkoff, voiced by Claudia Doumit, and incorporates high lethality, limited healing options, and manual magazine reloading. Players engage in intense firefights with controlled bursts of fire and a unique on-screen reticle that enhances the connection to the weapon. The game includes a modular inventory system for managing gear and ammunition, encourages looting, and offers a linear, narrative-driven campaign. An adaptive cover system allows players to use various forms of cover dynamically. The studio aimed to balance accessibility with tactical challenges, and they proposed using the Crossfire name after exploring the franchise's lore.

AppWizard

June 6, 2026

A MINECRAFT MOVIE Sequel Receives Its Official Title – A MINECRAFT MOVIE: SQUARED

Warner Bros. has announced the title of the sequel to the Minecraft film as A Minecraft Movie: Squared. The original film nearly reached a billion in global box office revenue and appealed to the under-25 demographic. Jared Hess returns as the director, and the cast includes Jason Momoa, Jack Black, Danielle Brooks, Matt Berry, Jennifer Coolidge, and Kirsten Dunst. The studio has launched The Minecraft Movie Build Challenge for fans aged 16 and older to submit their builds, with submissions accepted until July 6th, sponsored by Microsoft. The sequel is set to be released in theaters on July 23, 2027.

AppWizard

June 5, 2026

Multiplayer horror game SAW: Genesis announced for PC

Publisher Bloober Team, along with developers Broken Mirror Games and Anshar Studios, is releasing SAW: Genesis, a three-versus-one multiplayer horror game in Early Access on PC via Steam. The game is set in the aftermath of World War I and features procedurally generated maps. Players can choose to be the Judge, who uses strategy and tactics to manipulate the Accused, or one of the three Accused trying to survive. The Judge can access hidden areas, deploy hallucinogenic gas, and summon an Accomplice, while the Accused must collaborate to complete challenges and escape traps. Gameplay includes significant choices that impact players' abilities and outcomes, with short, intense matches that offer replayability through dynamic levels and puzzles inspired by the SAW franchise.