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Architect
Architect
Feb 3, 2026 · Artificial Intelligence

Master Claude Code: 10 Advanced Tips to Turn AI into Your Engineering Partner

This guide distills Boris Cherny's ten advanced Claude Code strategies—covering parallel worktrees, plan‑mode design, rule‑based documentation, skill automation, efficient bug fixing, reviewer prompts, terminal enhancements, sub‑agents, data analysis, and learning techniques—into actionable steps and a ready‑to‑use workflow appendix.

AIGitprompt engineering
0 likes · 19 min read
Master Claude Code: 10 Advanced Tips to Turn AI into Your Engineering Partner
LuTiao Programming
LuTiao Programming
Jun 25, 2026 · Backend Development

GitHub Copilot’s New Deep‑Dive Java PR Review: Beyond a Quick Diff Glance

GitHub Copilot Code Review now uses grep, rg, glob and view to actively explore related files in Java pull requests, shifting AI code review from merely commenting on changed lines to investigating the broader impact on transactions, caches, messaging, database queries and system compatibility.

AI code reviewGitHub CopilotJava
0 likes · 20 min read
GitHub Copilot’s New Deep‑Dive Java PR Review: Beyond a Quick Diff Glance
Java Companion
Java Companion
Jul 7, 2026 · Artificial Intelligence

Feeding 20,000 Lines of Skill to Claude Code Supercharges Its Code Review

The article introduces the open‑source code‑review‑skill for Claude Code, explains its progressive loading of language‑specific guides, four‑stage review process, severity tagging, security checks, collaborative tone, and automation, and shows how installing the skill dramatically improves AI‑driven code review accuracy across multiple languages.

AI code reviewClaude CodeMulti-language
0 likes · 8 min read
Feeding 20,000 Lines of Skill to Claude Code Supercharges Its Code Review
Su San Talks Tech
Su San Talks Tech
Apr 25, 2026 · Backend Development

35 Practical Claude Code Tips to Supercharge Your Development

This guide presents 35 hands‑on Claude Code techniques—from project initialization and session management to code quality, architecture reviews, automation, and debugging—each with ready‑to‑copy commands or prompts that help developers streamline AI‑assisted software creation.

AI code assistantClaude CodeDevOps
0 likes · 17 min read
35 Practical Claude Code Tips to Supercharge Your Development
AI Architecture Path
AI Architecture Path
May 25, 2026 · Artificial Intelligence

Turn Any Codebase into an Interactive, Searchable Knowledge Graph with Claude‑Optimized Understand‑Anything

New developers often drown in massive legacy codebases, struggling to map dependencies and understand architecture, but Understand‑Anything leverages Claude, Tree‑sitter, and multi‑agent pipelines to generate a searchable, visual knowledge graph, offering onboarding tours, semantic QA, incremental diff analysis, and cross‑language support, while the article also compares it against competing tools and provides installation and usage guidance.

AI AgentsClaude CodeKnowledge Graph
0 likes · 15 min read
Turn Any Codebase into an Interactive, Searchable Knowledge Graph with Claude‑Optimized Understand‑Anything
Ops Development & AI Practice
Ops Development & AI Practice
Mar 18, 2025 · Industry Insights

Composer vs. Copilot Edits: Deep Dive into AI‑Powered Multi‑File Editing

This article compares Cursor's Composer (now Agent) mode with GitHub Copilot's Edits mode, highlighting similarities in multi‑file editing and natural‑language input while detailing key differences in context understanding, workflow control, autonomy, performance, and development background.

AI coding assistantsPerformance Comparisoncontext awareness
0 likes · 7 min read
Composer vs. Copilot Edits: Deep Dive into AI‑Powered Multi‑File Editing
Qunar Tech Salon
Qunar Tech Salon
Aug 17, 2026 · Artificial Intelligence

How AI Coding Powered a 150K‑Line Core System Refactor at Qunar

Using AI‑assisted coding, Qunar’s team transformed a 150,000‑line high‑concurrency core system, tackling system‑level uncertainties through a harness‑and‑loop framework, achieving roughly 70% faster delivery, 70% lower latency, 45% resource savings, and a fault‑free launch without QA intervention.

AI codingengineering methodologylarge-scale refactoring
0 likes · 23 min read
How AI Coding Powered a 150K‑Line Core System Refactor at Qunar
Java Tech Enthusiast
Java Tech Enthusiast
May 28, 2026 · Artificial Intelligence

Why Claude Code Needs a Strong Harness, Not Just a Bigger Model, for Million‑Line Codebases

The article dissects Anthropic’s official guidance on deploying Claude Code in massive codebases, showing that context overflow stems from an inadequate harness rather than model size, and presents seven concrete pitfalls with solutions—including limiting CLAUDE.md to 200 lines, using LSP, initializing in subdirectories, leveraging hooks, skills, plugins, and MCP integration—to make the AI coding assistant effective at scale.

AI codingClaude CodeHarness
0 likes · 23 min read
Why Claude Code Needs a Strong Harness, Not Just a Bigger Model, for Million‑Line Codebases
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
May 16, 2026 · Artificial Intelligence

Four CLAUDE.md Rules That Earned 130k GitHub Stars

This article presents four concrete guidelines for writing a CLAUDE.md file that improves Claude Code's behavior, explains the underlying problems with LLMs, details each rule with examples, shows how to install the rules as a plugin or raw file, and provides validation criteria to ensure the guidelines work in practice.

ClaudeGuidelinesLLM
0 likes · 9 min read
Four CLAUDE.md Rules That Earned 130k GitHub Stars
AI Insight Log
AI Insight Log
Jan 22, 2026 · Artificial Intelligence

Claude Code’s New VS Code Plugin Brings Native GUI and Deep Integration

Anthropic has released the Claude Code VS Code plugin, adding a Spark icon that opens an AI‑powered coding assistant directly in the editor, with features like @‑based fuzzy file referencing, WYSIWYG context capture, Plan Mode approvals, Inline Diffs, Git and MCP integration, and terminal support, while still retaining CLI‑only checkpoints for rollback.

AI codingClaudeGit-integration
0 likes · 5 min read
Claude Code’s New VS Code Plugin Brings Native GUI and Deep Integration
Tech Minimalism
Tech Minimalism
May 13, 2026 · Backend Development

Building a Local Code Knowledge Graph with code-review-graph for Claude Code

The article explains why AI coding tools need a persistent code map, describes how the open‑source code‑review‑graph parses a repository into a SQLite‑backed graph of functions, classes, imports and tests, and shows step‑by‑step how to expose this graph to Claude Code via MCP for faster, context‑aware code review.

Claude CodeKnowledge GraphMCP
0 likes · 17 min read
Building a Local Code Knowledge Graph with code-review-graph for Claude Code
Java Architect Essentials
Java Architect Essentials
Sep 9, 2026 · Artificial Intelligence

Codex vs Claude Code: Which AI Tool Better Handles Business Requirements?

This article compares Codex and Claude Code for implementing business requirements, analyzing how each integrates with development workflows, handles cross-file changes, and fits different team collaboration styles, concluding that the best choice depends on project entry points, collaboration rhythm, and validation methods rather than raw code generation quality.

AI coding assistantsClaude CodeCodex
0 likes · 6 min read
Codex vs Claude Code: Which AI Tool Better Handles Business Requirements?
JD Cloud Developers
JD Cloud Developers
Jul 8, 2025 · Artificial Intelligence

How AI Can Turn a Code Maze into a Knowledge Hub for New Developers

This article follows a new developer named Li Ming as he confronts undocumented code, hidden business rules, and fragmented knowledge, then demonstrates how leveraging large‑language models to index, associate, and retrieve code, requirements, and operational data can create an intelligent knowledge base that streamlines onboarding, reduces errors, and enhances collaboration across development, testing, and product teams.

AIRAGsoftware development
0 likes · 19 min read
How AI Can Turn a Code Maze into a Knowledge Hub for New Developers
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Aug 1, 2026 · Artificial Intelligence

Karpathy’s 10 LLM Coding Rules That Instantly Boost Claude and Codex

The Karpathy‑LLM‑Coding‑Rules repository offers ten executable, bilingual rules that constrain AI coding agents like Claude and Codex, providing clear validation criteria and anti‑pattern names to prevent over‑refactoring, hidden bugs, and unbounded dependencies, and can be dropped into a project with a single file copy.

AI AgentsClaudeCodex
0 likes · 10 min read
Karpathy’s 10 LLM Coding Rules That Instantly Boost Claude and Codex
Architect's Tech Stack
Architect's Tech Stack
Apr 30, 2026 · Artificial Intelligence

11 Must-Have Claude Code Skills to Double Your Productivity

This article reviews eleven Claude Code Skills, explaining how each plugin—such as Superpowers, planning‑with‑files, frontend‑design, and Commit Helper—adds structure, memory, and automation to AI‑assisted development, and offers practical recommendations on which to install first.

AI coding assistantAutomationClaude Code
0 likes · 13 min read
11 Must-Have Claude Code Skills to Double Your Productivity
Code Ape Tech Column
Code Ape Tech Column
Jun 4, 2026 · Artificial Intelligence

The Complete 2026 Guide to Codex Best Practices

An exhaustive 2026 guide walks through Codex best‑practice configuration, staged workflows, debugging tactics, context management, prompt engineering, sub‑agent usage, security safeguards, common pitfalls, typical scenarios, installation steps, and a comparison of Codex’s web, CLI, and IDE forms, all backed by official docs and community insights.

AGENTS.mdAI code generationCodex
0 likes · 25 min read
The Complete 2026 Guide to Codex Best Practices