script Archives

Tech Optimizer

June 4, 2025

Migrate Google Cloud SQL for PostgreSQL to Amazon RDS and Amazon Aurora using pglogical

PostgreSQL is a popular open-source relational database used by enterprise developers and startups, enabling rapid prototyping and supporting mission-critical applications. Amazon RDS for PostgreSQL and Amazon Aurora PostgreSQL-Compatible Edition facilitate easy setup, operation, and scaling of PostgreSQL deployments in the AWS Cloud, automating administrative tasks like software installation, storage management, and backups. The pglogical extension, compatible with PostgreSQL versions 9.4 and higher, allows for asynchronous replication and is supported on RDS for PostgreSQL and Aurora PostgreSQL from version 12. It uses a publisher/subscriber model for logical streaming replication. To migrate a PostgreSQL database from Google Cloud SQL to RDS for PostgreSQL or Aurora PostgreSQL, users must configure the primary database in Cloud SQL, create a PostgreSQL user with replication privileges, enable logical replication parameters, and create the pglogical extension. The RDS instance also requires a special user for replication, enabling logical replication parameters and creating the pglogical extension. Known limitations of pglogical include the inability to replicate primary key changes directly, the need to manually transfer extensions, and the lack of support for materialized views and large objects. Workarounds involve using surrogate keys for primary keys, manually creating extensions, and converting large objects to bytea columns or storing them in Amazon S3. DDL statements are not automatically replicated, but can be queued using the pglogical.replicate_ddl_command function.

AppWizard

June 4, 2025

Meta Pixel halts Android localhost tracking after disclosure

Security researchers have found that Meta and Yandex used native Android applications to access localhost ports, allowing them to link web browsing data with user identities and bypass privacy protections. Following these findings, Meta stopped its data transmission to localhost and removed much of the tracking code to comply with Google Play policies. A report from researchers at IMDEA Networks, Radboud University, and KU Leuven detailed how apps like Facebook and Instagram collected web cookie data via the loopback interface. This method allowed the companies to associate browsing sessions with user identities, undermining privacy measures. Meta's tracking process involved the Meta Pixel script, which transmitted cookies to native apps through various protocols. Meta began using this technique in September 2024 but ceased these practices by June 3rd, 2025. Yandex's localhost tracking dates back to 2017, and while they did not respond to inquiries, browser vendors have implemented mitigations against these practices. Proposed solutions include a new permission for local network access to prevent such tracking in the future.

Tech Optimizer

June 1, 2025

Supercharging vector search performance and relevance with pgvector 0.8.0 on Amazon Aurora PostgreSQL

The Amazon Aurora PostgreSQL-Compatible Edition has integrated support for pgvector 0.8.0, enhancing vector search capabilities significantly. This version achieves up to 9x faster query processing and delivers 100x more relevant search results compared to previous iterations. Key improvements in pgvector 0.8.0 include: - Up to 5.7x improvement in query performance for specific patterns. - Introduction of the iterative_scan feature, enhancing recall for filter queries requiring approximate nearest neighbor (ANN) index searches. - Improved cost estimation for more efficient query planning, allowing the selection of traditional indexes for complex filtered searches. - Flexible performance tuning with two modes for iterative_scan: relaxed_order and strict_order. Previous versions faced challenges with overfiltering, where combining vector similarity search with traditional SQL filters resulted in fewer results than expected. The HNSW indexing algorithm accelerates vector similarity searches by creating a multi-layered graph structure for efficient navigation. Iterative index scans in pgvector 0.8.0 improve query reliability and performance by applying filters during the scanning process, reducing false negatives and enhancing performance. The configuration options for iterative scanning include off, strict_order, and relaxed_order, with relaxed_order providing the best balance between performance and accuracy. In performance tests, pgvector 0.8.0 demonstrated substantial improvements across various query patterns, with significant enhancements in result completeness and recall. The database can now efficiently handle enterprise-scale applications, such as e-commerce and recommendation systems, with high performance and result quality even as product catalogs expand. Best practices for deploying pgvector 0.8.0 include using HNSW with recommended parameters, creating additional indexes on commonly filtered metadata columns, and tuning query parameters based on specific use cases. Operational best practices involve using Graviton4-based instances for optimal performance, monitoring and tuning slow vector queries, and considering partitioning for very large tables.

Tech Optimizer

May 31, 2025

Devious new ClickFix malware variant targets macOS, Android, and iOS using browser-based redirections

ClickFix attacks have evolved from targeting Windows systems to also affecting macOS, iOS, and Android devices. The new version starts with a compromised website where cybercriminals inject JavaScript code that redirects users to a fake URL shortener. This action leads to a download page serving malware. On macOS, the attack executes a malicious shell script via a terminal command, while on Android and iOS, it can occur without user interaction, allowing malware to be downloaded simply by visiting the compromised site. The malware is packaged in a .TAR archive and has been flagged by multiple antivirus programs.

AppWizard

May 31, 2025

‘A Minecraft Movie’ sucks, I love it

“A Minecraft Movie” is a 100-minute film that debuted on April 4, featuring a disjointed plot, lackluster script, and minimal character development. The film takes viewers into the “overworld” of Minecraft, where characters attempt to return to reality but face a rushed narrative that prioritizes action and comedy over coherent storytelling. Jack Black stars as Steve, with Jason Momoa as Garrett Garrison, showcasing strong chemistry. Supporting characters, including siblings Henry and Natalie, lack depth, and Jennifer Coolidge’s subplot feels inconsequential. Despite critical reception, the film has grossed over half a billion dollars, driven by the popularity of Minecraft and viral snippets of dialogue. Audience members engaged with the film during screenings, indicating a level of enjoyment despite its flaws.

AppWizard

May 27, 2025

There’s an Elden Ring film on the way

Elden Ring is being adapted into a film by FromSoftware in collaboration with A24. Alex Garland, known for films like Ex Machina and Annihilation, is directing the project, while George R.R. Martin is serving as an executive producer. The game has sold over 30 million copies since its release in February 2022. A spin-off titled Nightreign is set to be released on May 30th. A24 is also adapting the video game Death Stranding.

Winsage

May 25, 2025

Windows Passwords Are Under Attack — Do These 7 Things Now

Microsoft Windows is a target for cybercriminals, particularly regarding password theft. Trend Micro has reported an increase in fraudulent Captcha attacks that trick users into executing malicious commands through the Windows Run dialog, leading to data theft and malware infections. These attacks utilize PowerShell and can deploy various malware types, including Lumma Stealer and AsyncRAT. Despite efforts to disrupt the Lumma Stealer network, threats persist, exploiting legitimate platforms. Microsoft recommends users adopt safer online practices and outlines seven mitigations for organizations: disable access to the Run dialog, apply least privilege, restrict access to unapproved tools, monitor unusual behavior, harden browser configurations, enable memory protection, and invest in user education.

Tech Optimizer

May 24, 2025

Connect Amazon Bedrock Agents with Amazon Aurora PostgreSQL using Amazon RDS Data API

Generative AI applications are being integrated with relational databases, allowing organizations to utilize structured data for training AI models. This integration involves using the RDS Data API with Amazon Aurora PostgreSQL-Compatible Edition and Amazon Bedrock for AI model access and automation. The solution enables natural language queries to be converted into SQL statements, executed against the database, and returns results in a user-friendly format. The architecture includes several steps: invoking the Amazon Bedrock agent with natural language input, generating SQL queries using large language models (LLMs), executing those queries via the Data API, and returning formatted results. Security measures are in place to restrict operations to read-only, preventing modifications that could compromise data integrity. To implement this solution, prerequisites include deploying an Aurora PostgreSQL cluster using AWS CDK and setting up the necessary Lambda functions and IAM roles. The agent is designed to convert natural language prompts into SQL queries and execute them securely. Testing can be conducted through the Amazon Bedrock console or the InvokeAgent API, with options for tracing the agent's steps. Key considerations for this integration include limiting it to read-only workloads, implementing parameter validation to prevent SQL injection, and ensuring comprehensive logging and auditing. For multi-tenant applications, appropriate isolation controls should be established. To avoid future charges, all resources created through CDK should be deleted after use.

Winsage

May 23, 2025

Unpatched Windows Server vulnerability allows full domain compromise

A newly discovered privilege escalation vulnerability in Windows Server 2025, known as the “BadSuccessor” attack, allows attackers to compromise any user within Active Directory (AD), including those with Domain Admin privileges. This vulnerability stems from the delegated Managed Service Account (dMSA) feature, which can be exploited by creating a new dMSA linked to any user or computer account without requiring direct access to the original account. Researchers found that 91% of examined environments had users outside the Domain Admin group with the necessary permissions to execute this attack. Microsoft has been notified and is working on a patch, while organizations are advised to restrict dMSA creation to trusted administrators and enhance their security measures.

Winsage

May 21, 2025

New Windows Server 2025 Attack Compromises Any Active Directory User

A significant security flaw, named BadSuccessor, has been discovered in Windows Server 2025, posing a serious risk to Active Directory users. This privilege escalation vulnerability allows attackers to compromise any user in Active Directory and is alarmingly easy to exploit, requiring only basic permissions on any organizational unit. Currently, no patch is available for this vulnerability. In 91% of environments examined, users outside the domain admins group had the necessary permissions to execute the attack. The exploit leverages the delegated Managed Service Account (dMSA) feature, enabling attackers to take control of any principal within the domain. Microsoft has rated the vulnerability as moderate severity and plans to address it in a future update, noting that elevated user permissions are required for successful exploitation. Organizations are advised to identify and eliminate unnecessary permissions to mitigate potential threats.