Visual Studio Magazine

Hands On with VS Code 1.111 Autopilot (Preview) for AI Prompts

VS Code 1.111 Autopilot is not just a no-prompts mode. In testing, it handled a blocking question that still stopped Bypass.
IEEE

Enhancing LLM Code Generation: A Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Accuracy, Reliability, and Latency

Abstract: Large language models (LLMs) have shown promising code generation capabilities; however, they still face challenges in generating successful code for non-trivial programming tasks. To ...
IEEE

Debugging with Stack Overflow: Web Search Behavior in Novice and Expert Programmers

Abstract: Debugging can be challenging for novice and expert programmers alike. Programmers routinely turn to online resources such as Stack Overflow for help, but understanding of debugging search ...
GitHub

A GitHub Action that allows to debug GitHub workflows using VS Code.

Failing CI builds can be annoying especially since we don't have access to the machines that run them. While tests might pass locally for you, they still can fail in the CI environment. This GitHub ...
GitHub

Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging

This repository contains the source code for Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging. Put the three dataset folders under the main ...
Hacker

Code, Burnout, and Late-Night Debugging: Life Advice for Devs From Someone Still Figuring It Out

Lost the map. Built my own road. Marketing that’s real, honest, and built to work.