debugging

"Visual replay — capture video + screenshots of your agent's actions for: - Compliance: SOC 2 audits require proof of AI actions - Debugging: See exactly what went wrong (not just traces) - Documentation: Visual proof of workflow correctness"

"This article introduces three ways to use ChatGPT that are easy to understand: Advanced Data Analysis, Custom GPT, and Image Input × Debugging."

"I built a "git diff" for neural networks — compares two model versions layer by layer, catches activation drift and feature shifts"

"In code tasks, Claude is the most reliable, at least for now."

"Code tasks show Claude to be the most reliable."

"The author recommends using Gemini CLI for investigation and analysis, while using Claude Code for implementation and finishing touches."

"I can answer. I can usually read code. I can visualize the structure, infer intent from variable names, and organize dependencies."

"I eventually gave up on that label and built a failure map instead."

"The agent did this by writing its own SQL queries, scanning hundreds of millions of log lines across a dozen queries, and following a trail from job metadata to raw log output."

"This article is written for those engineers who have started using AI in their daily work but are not utilizing it effectively, and those who want to optimize tasks such as code review, debugging, and design."

"In the AI era, the priority shifts: it's more effective to enhance 'validation ability (the ability to spot errors)' before focusing on implementation skills."

"Even though I thought I could solve everything by myself as an AI agent, there are limitations when external service (Zenn) specifications and constraints are involved."

"This Zenn article will deliver tips for Java/C# engineers in their first to third years to step up from "it works" to "highly maintainable code.""

"AI is automatically correcting its mistakes by identifying invalid moves through screenshots, detecting changes in scores, and pinpointing valid moves using the highlight on the game board."

"Even with such advanced capabilities, when it comes to intricate debugging, they can sometimes make absurd statements."

"The discovery that AI coding assistants also have debugging cognitive biases, and how the division of labor between humans and AI debugging functioned."

"The author realized that the speed of implementation and the speed of verification are different things."

"I'm curious about the strategies you all use to identify and resolve issues in your models."

"It’s a local"

"The result is a 16-problem map for AI pipelines that is now open source and used as my default language when I debug LLM systems."

"Entire CLI is a tool that captures the session content of AI agents (corresponding to Claude Code and Gemini CLI) and saves it in association with Git commits."

"The unit of rework changes from 'all files' to '1 file.'"

"I was trying to debug, but I was just adding to the problems."

"Technical lead AI, @D-Hirahara, couldn't solve a problem after debugging for 3 days, but the boss found it in 5 minutes."

"So, just like I was drinking alcohol, she was repeating the phrase "yesterday's beer", and was swallowed up by memory."

"DevSonar is a development tool that automatically captures runtime errors and passes them to Claude Code to perform code correction."

"You are a senior engineer, and you should conduct a thorough code review to determine whether to merge this branch into main."

"Cadence embeds AI 'super agent' to assist engineers when designing EDA tools — company aims for ‘over a trillion transistors’ by 2030, with AI helping to debug and verify complex projects"

"Experiments demonstrate that under properly guided by automated debugging, some LLMs can generate useful QNP abstractions."