Stacker on MSN

QR codes are helping transit systems adapt without rebuilding infrastructure

Uniqode reports that QR codes enhance transit systems by providing real-time information without needing new infrastructure, ...
Tech Times

GitHub Copilot CLI Adds Pre-Commit Security Scanner: LLM Inference at the Detection Layer

GitHub Copilot security scanning arrives in the terminal with /security-review, an experimental pre-commit slash command that uses LLM inference to flag injection flaws, XSS, path traversal, and weak ...
MIT Technology Review

Anthropic’s Code with Claude showed off coding’s future—whether you like it or not

As tools like Claude Code get better, more and more developers are happy to hand off coding tasks to them. The way software gets built has changed for good. The vibes were strong at Code with Claude, ...
SD Times

The Importance of Prevention: How Shifting Left, Static Analysis and Unit Testing Create Better Code Quality

Value stream management involves people in the organization to examine workflows and other processes to ensure they are deriving the maximum value from their efforts while eliminating waste — of ...
GitHub

Dive into Claude Code

Where does reasoning live? Model reasons; harness enforces. ~1.6% AI, 98.4% infrastructure. How many execution engines? One queryLoop for all interfaces (CLI, SDK, IDE). Default safety posture?
InfoQ

Anthropic Accidentally Exposes Claude Code Source via npm Source Map File

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Spencer Judge discusses the architectural ...
Ars Technica

Here’s what that Claude Code source leak reveals about Anthropic’s plans

Yesterday’s surprise leak of the source code for Anthropic’s Claude Code revealed a lot about the vibe-coding scaffolding the company has built around its proprietary Claude model. But observers ...
The Hacker News

Claude Code Security and Magecart: Getting the Threat Model Right

When a Magecart payload hides inside the EXIF data of a dynamically loaded third-party favicon, no repository scanner will catch it – because the malicious code never actually touches your repo. As ...
Ars Technica

Supply-chain attack using invisible code hits GitHub and other repositories

Researchers say they’ve discovered a supply-chain attack flooding repositories with malicious packages that contain invisible code, a technique that’s flummoxing traditional defenses designed to ...
csis.org

AI-Driven Code Analysis: What Claude Code Security Can—and Can’t—Do

Q1: How does Claude Code Security function—and how does it differ from traditional static application security testing (SAST)? A1: Conventional rule-based static analysis uses pattern matching, ...
Forbes

From 'Shift Left' To 'Shift Smart': Why AI Agents Will Replace Static Analysis

Over the years, "shift left," a development practice that shifts testing, QA and security initiatives "left" on the timeline, has become the cornerstone of DevSecOps. I've watched it become the ...