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The case for centralized content systems in modern digital strategies
BizTech Drupal

The case for centralized content systems in modern digital strategies

As businesses grow, so does their digital presence. This often involves launching multiple websites and platforms to support new products and services or address different market segments. Many businesses manage these sites with separate...
I taught a small AI model to learn my style (and you can too)
AI

I taught a small AI model to learn my style (and you can too)

How I built a RAG system that actually remembers what you like—using reinforcement learning instead of fine-tuningWhat kept me up at night Look, I'm just going to say it: building a production RAG system in early 2025 felt like bein...
Human-centered AI: aligning tech with human priorities
AI

Human-centered AI: aligning tech with human priorities

Every few years, a new wave of technology changes how we work. AI is one of those shifts, but its impact is different because it interacts so closely with the decisions people make—doctors diagnosing patients, farmers planning their crop...
AI in design: Is the hype real? Trends, tools, and future impact
AI Design Process

AI in design: Is the hype real? Trends, tools, and future impact

AI tools have moved from experimentation to actual design production. Teams are no longer asking whether AI works. They are now focused on how to use it well, where it adds value, and how to maintain design quality as speed increases. De...
Why your AI might be easier to hack than we thought
AI

Why your AI might be easier to hack than we thought

A groundbreaking study reveals that poisoning LLMs requires surprisingly few malicious documents, regardless of how big the AI gets.Imagine baking a massive cake for thousands of people. You'd think that to ruin it, someone would need to...
Supercharge your Drupal editorial workflow with AI content suggestions
AI

Supercharge your Drupal editorial workflow with AI content suggestions

Artificial intelligence is steadily moving from experimental add-ons to core enablers of digital operations, and Drupal’s latest update reflects that shift with real clarity. In version 1.2, Content Suggestions becomes part of the natura...
AI Agents: types, architecture, and business impact
AI

AI Agents: types, architecture, and business impact

AI agents are changing how systems operate. They don’t just follow instructions; they make choices, adapt to situations, and get better with every interaction. For companies building modern, connected workflows, that shift moves automati...
AI Guardrails: building safe and reliable LLM applications
AI

AI Guardrails: building safe and reliable LLM applications

Deploying Large Language Models in production without guardrails is like launching a website without security—it might work until it doesn't. Guardrails are control mechanisms that ensure LLMs remain safe, accurate, and aligned with orga...
Compliance testing: safeguarding your software against legal and industry risks
Quality Engineering

Compliance testing: safeguarding your software against legal and industry risks

Have you ever wondered how companies make sure their products or systems don’t shatter the rules? That’s where Compliance testing is like the last check of the rulebook. Compliance testing acts as the final safeguard, ensuring your ...