debugging
30 articles about debugging in AI news
Claude MCP GPU Debugging: AI Agent Identifies PyTorch Bottleneck in Kernel
A developer used an AI agent powered by Claude Code and the Model Context Protocol (MCP) to diagnose a severe GPU performance bottleneck. The agent analyzed system kernel traces, pinpointing excessive CPU context switches as the culprit, demonstrating a practical application of agentic AI for complex technical debugging.
Reticle: A Local, Open-Source Tool for Developing and Debugging AI Agents
A developer has released Reticle, a desktop application for building, testing, and debugging AI agents locally. It addresses the fragmented tooling landscape by combining scenario testing, agent tracing, tool mocking, and evaluation suites in one secure, offline environment.
Very Rubin Platform Launches: AI-Powered Code Generation and Debugging Tool
Very Rubin, a new AI platform for software development, has launched. It offers real-time code generation, debugging, and optimization through a browser-based interface.
Connect Claude Code to Production: Datadog's MCP Server for Live Debugging
Datadog's new MCP server gives Claude Code direct access to live observability data, enabling automated incident response and real-time production debugging.
Google's Auto-Diagnose AI Hits 90% Accuracy Debugging Test Failures
Google researchers built Auto-Diagnose, an LLM tool that analyzes failure logs to suggest root causes. It achieved 90.14% accuracy in evaluation and was used on over 52,000 distinct failing tests after company-wide deployment.
Stop Debugging MCP Servers Through Claude Code. Use This Inspector Instead.
The MCP Inspector tool lets you test and debug your custom MCP servers directly, without the Claude Code middleman, saving hours of integration headaches.
How to Enable Claude Code's OTel Logging for Better Security and Debugging
Claude Code has native OpenTelemetry support. Enable event logging to see every tool call and command in context, not just aggregated metrics.
How One Junior Developer's CLAUDE.md Template Cut Debugging Time by 70%
A junior developer's real-world CLAUDE.md template for project onboarding that dramatically improved Claude Code's context and output quality.
Anthropic's Auto-Fix Feature Aims to Revolutionize AI Debugging for Developers
Anthropic has unveiled a research preview feature called Auto-Fix for Claude, designed to automatically correct errors in AI-generated code. This development addresses a persistent pain point for developers working with large language models.
Stop Pasting Secrets to Websites: How mcp-devutils Secures Your API Debugging
Install mcp-devutils to run 44 developer tools locally through Claude Code—no more leaking JWTs or API keys to third-party websites.
Codex Update Cuts GUI Workflow Latency 42%
Codex app update cuts GUI workflow latency 42%, enabling near-human-speed interface operation for autonomous app building and debugging.
GPT-5.5 + Codex Combines App Building, Browser Use, Image Gen
@intheworldofai claims GPT-5.5 + Codex is a super app better than Claude Code, with 7 capabilities including app building, debugging, browser use, and image generation.
From DIY to MLflow: A Developer's Journey Building an LLM Tracing System
A technical blog details the experience of creating a custom tracing system for LLM applications using FastAPI and Ollama, then migrating to MLflow Tracing. The author discusses practical challenges with spans, traces, and debugging before concluding that established MLOps tools offer better production readiness.
How Claude Code's 'Conversational Context' Beats One-Off Codex Generations
Claude Code's ability to maintain context across a coding session makes iterative development and debugging significantly faster than switching to a model optimized for single-turn completions.
Why Claude Code's 'Tool Calls' Aren't Hooks — And How to Design for Its
Understanding Claude's 8-step tool pipeline—from edge routing to result injection—is critical for structuring error handling, timeouts, and debugging in production applications.
Clerk: Auto-Summarize Every Claude Code Session into Searchable Markdown
Install Clerk to automatically generate Markdown summaries of every Claude Code session, making your debugging, research, and architecture decisions searchable across projects.
Google Launches MCP Server for Chrome DevTools, Enabling AI Browser Control
Google released a Model Context Protocol server that lets AI coding agents directly control Chrome DevTools. This enables automated browser debugging, network request inspection, and performance tracing through tools like Cursor and VS Code.
VMLOps Launches 'Algorithm Explorer' for Real-Time Visualization of AI Training Dynamics
VMLOps released Algorithm Explorer, an interactive tool that visualizes ML training in real-time, showing gradients, weights, and decision boundaries. It combines math, visuals, and code to aid debugging and education.
How Structured JSON Inputs Eliminated Hallucinations in a Fine-Tuned 7B Code Model
A developer fine-tuned a 7B code model on consumer hardware to generate Laravel PHP files. Hallucinations persisted until prompts were replaced with structured JSON specs, which eliminated ambiguous gap-filling errors and reduced debugging time dramatically.
Why 'Auto-Accept' in AI Code Editors Is a Productivity Trap
A developer's year-long experiment with Cursor's auto-accept feature reveals that blindly accepting AI-generated code creates more problems than it solves. While speed increases for simple tasks, complex business logic work becomes slower due to debugging overhead and silent regressions.
Debug Your Browser with Claude Code: The Chrome DevTools MCP Server is a Frontend Game-Changer
Google's official Chrome DevTools MCP server gives Claude Code deep browser debugging, performance profiling, and Lighthouse audits—connect it to your live browser session today.
LlamaFactory Enables No-Code Fine-Tuning for 100+ LLMs Including Llama 4, Qwen, and DeepSeek
The LlamaFactory project eliminates traditional fine-tuning complexity with a drag-and-click interface, supporting over 100 models. This reduces setup from hours of boilerplate code and CUDA debugging to a visual workflow.
Anthropic Study: AI Coding Assistants Impair Developer Skill Acquisition, Show No Average Efficiency Gain
An internal Anthropic study found developers using AI assistants scored 17% lower on conceptual tests and showed no statistically significant speed gains. The research suggests 'vibe-coding' harms debugging and code reading abilities.
Anthropic Study Reveals AI Coding Assistants May Undermine Developer Skills
New research from Anthropic shows AI coding tools can impair developers' conceptual understanding, debugging abilities, and code reading skills without delivering consistent efficiency gains. The study found developers scored significantly lower on assessments when relying on AI assistance.
Open-Source AI Agent Revolutionizes Error Monitoring, Cuts Downtime by 95%
A new open-source AI agent autonomously scans production logs, identifies root causes of errors, and delivers contextual alerts via Slack before engineers notice issues. The tool reportedly reduces production downtime by 95%, transforming traditional debugging workflows.
How Top Tech Engineers Are Using Claude Code's 'GSD' Method to Revolutionize Development Workflows
Engineers at Amazon, Google, and Shopify are adopting a method called 'GSD' (Get Shit Done) using Claude Code to dramatically accelerate development cycles. This approach transforms how teams approach coding tasks, debugging, and system documentation.
Claude Code Autonomously Ported Lightroom CC to Linux
Claude Opus 4.7 autonomously ported Adobe Lightroom CC to Linux via Wine after a single prompt, handling DLL patching and cloud sync integration.
Conductor vs Claude Code: Pinned Versions Split the Community
Ask HN asks if Conductor's single-agent matches native Claude Code. Pinned versions create a stability-vs-latency trade-off.
Codex Hits ChatGPT Mobile App, Unlocks AI Coding on iOS/Android
Codex lands in ChatGPT mobile app. The code-generation tool was desktop-only since early 2025. First reported by @kimmonismus.
Almanac: Open-Source Wiki Auto-Updates From Claude Code Chats
Almanac auto-generates a markdown wiki from Claude Code chats and repo history, solving the agent context gap. Free open-source tool, MacOS-only.