Category: Programming
Mobile, web, AI, game development, developer tools and open-source engineering.

Kubernetes v1.37 Adds Alpha Controls for Container Storage Security
Kubernetes v1.37 adds alpha controls for bind-mount security flags and emptyDir permissions, with Linux-only and runtime compatibility limits.

Microsoft Warns Host Sandboxes Can Distort AI Coding-Agent Evaluations
Microsoft says coding-agent evaluations can mismeasure model knowledge when agents retrieve answers from host files, tools or services.

AI Coding Agent Uses a MacBook Webcam to Inspect Radeon Driver Changes
Justin Schroeder demonstrated an AI workflow that uses a mirror and webcam to visually check Radeon driver changes made for Omarchy Linux.

StackHawk Launches Wingman to Fix Flaws Inside AI Coding Sessions
StackHawk’s Wingman scans applications, returns security findings to coding agents and verifies their repairs before pull requests open.

Claude Fable 5.1 Leads Real-SWE Coding Benchmark With 38.8% Score
Specific Labs’ Real-SWE benchmark puts Claude Fable 5.1 first at 38.8%, exposing reliability limits on private production code.

Serverpod launches AI-ready App Studio without a built-in coding agent
Serverpod has released App Studio in public beta, pairing Flutter and its backend with agent-neutral development and a path to cloud deployment.

GitClear Analysis Links Heavy AI Coding Use to 25% More Output and Rising Duplication
GitClear’s analysis of 623 million code changes finds modest output gains among heavy AI users alongside sharply higher code duplication.

Copado Adds Headless Automation to Agentia for Salesforce DevOps Workflows
Copado has announced Headless for Agentia, bringing AI-driven Salesforce release and testing tasks into developer terminals and editors.

GitHub Uses Copilot and Actions to Automate Regional Event Operations
GitHub details an internal event workflow that combines Copilot, Issues and Actions while keeping approvals, testing and monitoring in human hands.

Monitoring production agent lifecycle with AWS DevOps Agent and AgentCore Evaluations
Multi-agent systems in production experience issues in ways that traditional monitoring misses. For example, the agent can’t invoke its foundation model (FM) and returns an…