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Andrew Fletcher
Organisations are rushing to build internal AI tools that let teams query their own data. Yet many projects stall when the system returns empty or unreliable results. One of the most common and least understood, culprits is the vector index. If your engineering logs show warnings such as “No Atlas vector index named ‘vec_idx’. Skipping. Vector search returned no candidates”, your platform is likely missing a core building block. The issue isn’t your data or your AI model, it’s how you’ve set up...
Andrew Fletcher
Building a resilient web server   Early in the year, we encountered a...
Andrew Fletcher
Across every industry, the operational risks of cyber threats are escalating....
Andrew Fletcher
When working with Git, the .gitignore file plays a critical role in controlling...
Andrew Fletcher
Upgrading to Drupal 10.4+ you might have noticed a warning in their code editor...
Andrew Fletcher
The upgrade from PHP 8.3.14 to PHP 8.4.4 presents challenges for Drupal 10.4 websites, particularly when dealing with contributed modules. While Drupal core operates seamlessly, various contrib modules have not yet been updated to accommodate changes introduced in PHP 8.4.x. This has resulted in multiple deprecation warnings and potential compatibility issues.   Understanding the issue The primary issue stems from the deprecation of implicitly nullable parameters in PHP 8.4. This means that...
Andrew Fletcher
Introduction Data extraction and filtering are crucial for developers working...
Andrew Fletcher
Duplicate records in Drupal can cause significant issues, particularly when they...
Andrew Fletcher
When working on Drupal migrations, developers often assume that adding a new...
Andrew Fletcher
When deploying a Python project from a User Acceptance Testing (UAT) environment...
Andrew Fletcher
The Drupal theme configuration has undergone recent changes made to the Webpack configuration, SCSS and JavaScript handling, and automation of updates to the orw.libraries.yml file in the custom Drupal theme. These changes are designed to improve the build process, enhance maintainability, and streamline development for other developers working on this theme.   Overview of changes   1. Webpack improvements Consolidated the Webpack configuration to handle SCSS and JS files...
Andrew Fletcher
Accessibility is a fundamental aspect that ensures experiences are inclusive for...
Andrew Fletcher
Occasionally, a Drupal site may display a warning about a module being "Missing...
Andrew Fletcher
When troubleshooting network issues or configuring devices, knowing your IP...
Andrew Fletcher
DDEV has become a popular tool for local web development, offering a streamlined...