AI

Claude Sonnet 4 upgrade enables full codebase processing in a single request

“With expanded context windows, enterprises can potentially accelerate their development and debugging at scale,” said Neil Shah, vice president for research and partner at...

Five kinds of static code coupling

There are five types of static connascence. Recognizing them and understanding them can help you see more deeply into your code and how it...

The rise of AI model-as-a-service ecosystems

The rapid growth of model catalogs from hyperscalers and third-party providers is creating an environment where the heavy lifting of model hosting,...

Devops, SRE and platform engineering: What’s the difference?

Benjamin Brial, founder of platform engineering company Cycloid.io, emphasizes that all three “share a common goal, which is to improve the efficiency, reliability, and...

A developer’s guide to code generation

What are the dos and don’ts of prompting AI code generators? Top devops teams create prompt knowledge bases to teach best practices and illustrate how...

Rust 1.89 underscores arguments to const generics

pub fn all_false() -> {   } Similar to the rules for when _ is permitted as a type, _ is not permitted as an...

The advantages of stack-based internal developer platforms

Finally, tool chain fragmentation can limit stack usability. Stacks must integrate with existing tools and systems like GitHub, Jenkins, Kubernetes, AWS, and Azure, often...

Multi-agent AI workflows: The next evolution of AI coding

Leading a team of agents “Think of it like a high-performing engineering team,” says Dr. Eran Yahav, co-founder and CTO of Tabnine, a popular AI...

Roo Code review: Autonomous AI-powered development in the IDE

In general, getting into the fine points of the UI can be painstaking, with lots of back-and-forth interaction. The AI will fix one thing,...
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