Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

AI reasoning does not necessarily require spending huge amounts on frontier models. Instead, smaller models can yield ...

Is Fuzzing Just AI Pen Testing?

Fuzzing finds hidden bugs in trusted systems, improving security, reliability, and resilience against real-world threats.

The 'Learn to Code' era is over — as an AI editor, here's the 'Intent Architecture' roadmap I’m giving my kids instead

Coding is becoming a background task. Discover why the "syntax barrier" has vanished and the three orchestration skills I’m ...
Verdict on MSN

Is 'nearly right' AI generated code becoming an enterprise business risk?

Code that might appear correct but actually misses edge cases or generates inaccurate results can trigger outages, faulty ...

The 'learn to code' era is officially over: Why I switched my kids to 'intent architecture' instead

As AI agents move from writing snippets to building entire systems, the $100k skill of the last decade is becoming a ...
IEEE

From Code Generation to Software Testing: AI Copilot With Context-Based Retrieval-Augmented Generation

Abstract: The rapid pace of large-scale software development places increasing demands on traditional testing methodologies. We propose a novel perspective on software testing, highlighting the ...
Security Boulevard

GitHub Actions Supply Chain Attack: Trivy Breach & Workflow

Breakdown of the Trivy GitHub Actions attack, including workflow misconfigurations, token theft, and supply chain exposure.
GitHub

Claude Code Skills & Plugins — Agent Skills for Every Coding Tool

235 production-ready Claude Code skills, plugins, and agent skills for 12 AI coding tools. The most comprehensive open-source library of Claude Code skills and agent plugins — also works with OpenAI ...
IEEE

Can a Llama Be a Watchdog? Exploring Llama 3 and Code Llama for Static Application Security Testing

Abstract: Research in software vulnerability detection has seen significant growth, with numerous systems and techniques being developed. Deep learning approaches have become partic-ularly popular, ...