#root cause analysis
14 related articles
·2 min
Java Backend Interview Prep Roadmap: A 6-Week Sprint Guide Integrating AI Agent Development
A systematic 6-week Java backend interview prep roadmap covering JVM internals, Spring Boot, Redis, microservices, plus Spring AI, LangChain4j, and RAG for AI Agent development.
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·2 min
GitHub May 2026 Availability Report: A Comprehensive Analysis of Nine Service Degradation Incidents
GitHub's May 2026 availability report reveals nine service degradation incidents. This article analyzes the frequency, historical trends, developer impact, and platform reliability implications.
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·3 min
Codex Loop Patterns: The Paradigm Shift of AI Agents from One-Shot Tasks to Continuous Loops
Deep dive into Boris Cherny's AI agent loop patterns: loop workflow elements, loop contracts, four practical loops (PR Babysitter, CI Health, Deploy Verification, Feedback Clustering), and failure prevention strategies.
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·3 min
Complete Cursor Tutorial: Core Advantages and Use Cases of the AI-Native Programming Tool
In-depth analysis of Cursor's five core features as an AI-native programming tool, comparing six key differences with traditional IDEs, covering intelligent code generation, context awareness, and multi-model support.
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·4 min
Feedback Loops in Coding Agents: How Failure Becomes Fuel for Fixes
Deep dive into coding Agent feedback loops: how AI tools turn errors and test failures into correction signals. Covers context management, root cause analysis, death loop avoidance, and more.
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·3 min
Claude Code Enterprise E-commerce in Practice: A Methodology for Taking AI Programming from Demo to Industrial-Grade
A deep dive into engineering methodology for enterprise e-commerce development with Claude Code and Harness AI, covering architecture, code quality, and CI/CD practices.
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·3 min
A Beginner's Real Experience with AI Programming: Will Programmers Be Replaced?
A zero-experience beginner's real journey using Doubao, ChatGPT, and Cursor to build an ESP32 hardware project. Deep analysis of AI programming limits and programmer future.
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Deep Dive into Cosmos: A Unified AI Ag…
·3 min
Deep Dive into Cosmos: A Unified AI Agent Platform That Orchestrates Agent Fleets to Boost Development Efficiency
Deep dive into Cosmos, a unified AI agent orchestration platform that integrates scattered AI agents into a coordinated system spanning the full dev lifecycle, achieving 3x throughput gains.
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Deep Dives
The Complete Guide to OpenTelemetry: T…
·4 min
The Complete Guide to OpenTelemetry: The Three Pillars of Observability & DevOps in Practice
Deep dive into OpenTelemetry's core architecture, the three pillars of observability (logs, metrics, traces), with a real-world food delivery app crash debugging case showing how distributed tracing locates microservice bottlenecks and how AI is revolutionizing DevOps monitoring.
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Tutorials·2 min
Claude Code 1.7+ Third-Party API Locked: Solutions
Claude Code 1.7+ locks third-party model APIs? This guide provides two solutions using the CLAUDE_ENV environment variable to unlock dev mode and reconfigure DeepSeek and other APIs.
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Product Reviews
Superpowers vs GStack In-Depth Compari…
·3 min
Superpowers vs GStack In-Depth Comparison: How to Choose Your Claude Code Plugin
In-depth comparison of Claude Code's top open-source plugins Superpowers and GStack — their skills, workflows, and use cases to help developers choose the best AI coding assistant setup.
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Product Reviews
Trae Refresh Mode Commands Not Working…
·2 min
Trae Refresh Mode Commands Not Working? A Complete Guide to the Missing Environment Variables Issue
ByteDance's AI tool Trae loses PATH environment variables in refresh mode, making GCC and system commands unrecognizable while AI forces failed executions.
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Product Reviews
AI Coding Tools Keep Crashing When Bui…
·2 min
AI Coding Tools Keep Crashing When Building Websites? Root Cause Analysis & Practical Solutions
AI coding tools crashing when building websites? This article analyzes root causes including multi-window concurrency, API rate limiting, and network instability, with practical solutions.
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Product Reviews
How Codex Tracked Down a Bug: From Err…
·2 min
How Codex Tracked Down a Bug: From Error Message to Open Source Fix
A developer used OpenAI Codex to debug a recurring browser extension error. Codex read the source code, identified a Chrome sleep mechanism flaw, and auto-generated a bug report that led to an open-source fix.
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