 # Craft, learnings, and thinking behind the work. From our team

 

 

 

 

 



## All blogs

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More topics [AI](/insights.md?category=22) [Drupal](/insights.md?category=21) [Design Process](/insights.md?category=28) [Culture](/insights.md?category=20) [JavaScript](/insights.md?category=23) [DXP](/insights.md?category=89) [Quality Engineering](/insights.md?category=19) [BizTech](/insights.md?category=26) [Events](/insights.md?category=25) [Open Source](/insights.md?category=85) [Podcast](/insights.md?category=88) [Non-Profits](/insights.md?category=86) [Healthcare](/insights.md?category=87) [Higher-Ed](/insights.md?category=84) 

 

 

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 [ ![Ten Drupal issues that pass initial validation but break for real users](/sites/default/files/clone-images/6a6c6112f2c3f7bb45286476_Ten_Drupal_issues_that_pass_initial_validation_but_break_for_real_users-1_24a1b2d2.png) 

 Quality Engineering 

### Ten Drupal issues that pass initial validation but break for real users

 

One of the most frustrating Drupal issues I have encountered during testing looked completely correct in the administration interface. The content was published, permissions appeared correct, and the Views preview showed the expected res...

 

 

 

 ](/insights/ten-drupal-issues-that-pass-initial-validation-but-break-for-real-users) 

 

 [ ![Code intelligence built around how Drupal actually works](/sites/default/files/clone-images/6a578a3ca447506cbd9452b8_cover_3_1_59549bb8.webp) 

 Drupal AI 

### Code intelligence built around how Drupal actually works

 

IntroductionMost scanners read PHP and stop there. EventHorizon reads the hooks, services, config and caching layers that decide whether a Drupal platform is healthy, and turns the discovery phase of an engagement into a visual, defensib...

 

 

 

 ](/insights/code-intelligence-built-around-how-drupal-actually-works) 

 

 [ ![Playwright auto-waiting: what it checks before every click](/sites/default/files/remediation-media/6a44f2fed5328db037b65ffd_Playwright_auto-waiting__what_it_checks_before_every_click-1.png) 

 Quality Engineering 

### Playwright auto-waiting: what it checks before every click

 

You know exactly how this goes. You write a test. It passes once, then fails the next morning.‍TimeoutError: Waiting for selector ".submit-btn" failedYou add sleep(1000). It passes. You push it. Fails on a slow machine. You bump it to sl...

 

 

 

 ](/insights/playwright-auto-waiting-what-it-checks-before-every-click) 

 

 [ ![My internship as an AI marketer at QED42 taught me things no course ever did](/sites/default/files/remediation-media/6a3e4aeee07c1d01a5a5f4c1_My_internship_as_an_ai_marketer_in_QED42_taught_me_things_no_course_ever_did.jpg) 

 Culture 

### My internship as an AI marketer at QED42 taught me things no course ever did

 

I saw the opening for an AI-enabled Marketing Intern at QED42 and applied after reading the description because the role matched my interest in marketing, AI, and content. Even after I got accepted, I was still a little unsure about what...

 

 

 

 ](/insights/my-internship-as-an-ai-marketer-in-qed42-taught-me-things-no-course-ever-did) 

 

 [ ![WCAG 2.0 to 2.2: what’s new and how to upgrade your website accessibility](/sites/default/files/remediation-media/69c114c4ea2919c720d876a8_Sustainability_testing__a_responsible_approach_to_greener_software.webp) 

 Quality Engineering 

### WCAG 2.0 to 2.2: what’s new and how to upgrade your website accessibility

 

In today’s digitally connected world, accessibility is not a “nice to have,” but a legal and moral imperative. The Web Content Accessibility Guidelines (WCAG) offer a set of guidelines to assist in making your website accessible and incl...

 

 

 

 ](/insights/wcag-2-0-to-2-2-whats-new-and-how-to-upgrade-your-website-accessibility) 

 

 [ ![HAAT deep dive: turning human intervention into a scalable primitive](/sites/default/files/remediation-media/69b905fa51aaf6b30c1990de_HAAT_Deep_Dive__Turning_Human_Intervention_into_a_Scalable_Primitive__1_.webp) 

 AI 

### HAAT deep dive: turning human intervention into a scalable primitive

 

Unlocking high-latency authority in autonomous agentsThe "Babysitter" problemIn standard "Human-in-the-Loop" (HIL) implementations, the human is treated as a supervisor.‍The agent runs until it fails.The system pauses or crashes.A develo...

 

 

 

 ](/insights/haat-deep-dive-turning-human-intervention-into-a-scalable-primitive) 

 

 [ ![Responsible AI testing: ensuring ethical, fair, and safe AI systems](/sites/default/files/remediation-media/69b906dba1f65513cb7a95b3_Create_your_own_AI_agents_for_Drupal_Canvas.webp) 

 AI 

### Responsible AI testing: ensuring ethical, fair, and safe AI systems

 

These days, wherever we go, be it a tech meetup, Conference, or our daily conversations, we hear the same word again and again, i.e., AI.&amp;nbsp;‍AI is now used extensively in almost everything; all our apps, devices, and everything has AI...

 

 

 

 ](/insights/responsible-ai-testing-ensuring-ethical-fair-and-safe-ai-systems) 

 

 [ ![Optimising digital experiences with Acquia and VWO integration](/sites/default/files/remediation-media/69b951fc08e559e13271c683_Drive_digital_growth_by_integrating_Acquia_VWO-2__1_.webp) 

 Drupal 

### Optimising digital experiences with Acquia and VWO integration

 

In today’s digital landscape, delivering content is only one part of the customer experience equation. What increasingly differentiates successful organisations is their ability to understand how users interact with digital platforms and...

 

 

 

 ](/insights/optimising-digital-experiences-with-acquia-and-vwo-integration) 

 

 [ ![The new architecture in React Native: a turning point for mobile performance](/sites/default/files/remediation-media/69b3bb20a6708e16fbef7944_The_New_Architecture_in_React_Native__A_Turning_Point_for_Mobile_Performance-3.webp) 

 JavaScript 

### The new architecture in React Native: a turning point for mobile performance

 

React Native is undergoing one of its most significant transformations since its launch with the adoption of the New Architecture. Built around Fabric, TurboModules, and the JavaScript Interface (JSI), this shift changes how JavaScript c...

 

 

 

 ](/insights/the-new-architecture-in-react-native-a-turning-point-for-mobile-performance) 

 

 

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