This article is based on findings from a kernel-level GPU trace investigation performed on a real PyTorch issue (#154318) using eBPF uprobes. Trace databases are published in the Ingero open-source ...

If you have ever tried to debug optimized code, you probably realized that it can be a frustrating experience. Without optimizations, your debugger is a reliable assistant, precisely following every ...

VS Code 1.112 shipped March 18 with expanded Copilot agent autonomy controls. A new Autopilot permission level lets Copilot CLI run tasks without user approval dialogs. MCP server sandboxing restricts ...

New AI Software Governance solution makes AI-generated code visible at commit, enforces policy before production, and connects real development behavior to measurable risk reduction SYDNEY & BOSTON & ...

Secure Code Warrior is defining AI software governance with SCW Trust Agent: AI. By embedding commit-level visibility and enforceable oversight into development workflows, the platform enables ...

OpenClaw's Node for VS Code extension proved it can support a real local file-based workflow, but on Windows the experience still feels more like early infrastructure than finished tooling.