AI

The death of reactive IT: How predictive engineering will redefine cloud performance in 10 years

CLOSED-LOOP FEEDBACK SYSTEM This pipeline captures how data is ingested, modeled, predicted and acted upon in a real-time system. Reactive vs predictive lifecycle Reactive IT: Event Occurs →...

Java use in AI development continues to grow – Azul report

Java is becoming more popular for building AI applications, with 62% of respondents in Azul’s just-released 2026 State of Java Survey and Report relying...

How to advance a tech career without managing

Technical mastery once guaranteed advancement. For engineers, data scientists, designers, and other experts, the career ladder used to be clear: learn deeply, deliver reliably,...

Single prompt breaks AI safety in 15 major language models

A single benign-sounding prompt can systematically strip safety guardrails from major language and image models, raising fresh questions about the durability of AI alignment...

AI-augmented data quality engineering | InfoWorld

SHAP for feature attribution SHAP quantifies each feature’s contribution to a model prediction, enabling: Root-cause analysis Bias detection Detailed anomaly interpretation LIME for local interpretability LIME builds simple local models...

Python is slipping in popularity – Tiobe

At the same time, Perl has returned to prominence in the scripting realm. Once the undisputed leader in scripting, Perl declined after years of...

4 self-contained databases for your apps

If you need to stand up a web server along with the database, and maybe a few other components, too, look to the XAMPP...

AI is not coming for your developer job

It’s easy to see why anxiety around AI is growing—especially in engineering circles. If you’re a software engineer, you’ve probably seen the...

What is context engineering? And why it’s the new AI architecture

Context engineering is the practice of designing systems that determine what information an AI model sees before it generates a response to user input....
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