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Practical AI coding tips, tool reviews, and engineering insights.

55 articles

Featured Course

Go from AI curious to AI shipping — in 30 days.

136 lessons. Real projects. The system behind developers who ship with Claude Code.

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dev fresher tutorial claude-code

Learn Claude Code Without Touching the Terminal (Claude Desktop + Course Setup)

Download the Claude Code Mastery course, drag it into Claude Desktop's Project Knowledge, and get a personal AI tutor — no git, no terminal, no coding required.

json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem",
               "/path/to/YOUR_COURSE_FOLDER"]
    }
  }
}
dev fresher tutorial claude-code

Turn 136 Lessons Into a Personal AI Mentor (Without Reading a Single One)

Clone the Claude Code Mastery course repo, add one line to CLAUDE.md, and get a specialized AI mentor that coaches you while you code.

markdown
## AI Mentor
Read ~/claude-course/COURSE-INDEX.md first.
Reference ~/claude-course for best practices.
When I ask about prompting or debugging,
check the course for techniques and patterns.
Cite the specific phase and module name.
dev middle essay claude-code

Why Single-Agent AI Coding Hits a Wall — And What Multi-Agent Actually Changes

A senior developer's honest experience running multiple AI agents in parallel on production code. What works, what breaks, and when to use each mode.

bash
# Parallel agents via git worktrees
git worktree add ../agent-1 -b agent/YOUR-TASK-1
git worktree add ../agent-2 -b agent/YOUR-TASK-2

cd ../agent-1 && claude -p "YOUR_TASK_1"
cd ../agent-2 && claude -p "YOUR_TASK_2"
dev junior tutorial claude-code

Claude Code + Git Worktrees: How to Run Parallel AI Agents Without Conflicts

Learn how to use Git worktrees with Claude Code to run multiple AI agents in parallel on the same codebase — no merge conflicts, no file locks, no wasted time.

bash
git worktree add ../app-feature -b feature/YOUR-FEATURE
git worktree add ../app-bugfix  -b fix/YOUR-BUG

# Open each in a separate terminal:
cd ../app-feature && claude
cd ../app-bugfix  && claude
dev junior tutorial claude-code

5 MCP Servers Every Claude Code Developer Should Set Up

5 MCP servers that give Claude Code direct access to GitHub, web search, browsers, databases, and files. Stop copy-pasting — use exact install commands.

bash
# Add Brave Search MCP server
claude mcp add --transport stdio \
  --env BRAVE_API_KEY=YOUR_KEY \
  brave-search -- \
  npx -y @brave/brave-search-mcp-server
dev fresher tutorial claude-code

How to Install Claude Code Plugins: Every Method Explained (With Screenshots)

Install Claude Code plugins from marketplace, GitHub repos, or local directories. 5 methods with exact commands, troubleshooting tips, and a cheat sheet.

bash
# Install from Claude registry
claude plugin install @anthropic/puppeteer

# Install from GitHub
claude plugin install github:owner/repo-name

# List installed plugins
claude plugin list
dev junior tutorial claude-code

How I Cut My Claude Code Bill by 60% Without Losing Productivity

Practical strategies for reducing Claude Code costs — from context management to model selection to prompt engineering. Real numbers from a production workflow.

bash
# One-shot mode — no session overhead
claude -p "Add console.log before the fetch call
in src/api/payments.ts:42"
# Cost: ~$0.03 vs ~$0.18 for an interactive session
dev middle case-study claude-code

Refactoring Legacy Code with Claude Code: Field Guide

A step-by-step story of how I used Claude Code to modernize a legacy Kotlin codebase — the strategy, the gotchas, and the techniques that actually worked.

bash
claude "Refactor src/ to use YOUR_PATTERN.
1. Show me 1 example first — don't change anything yet.
2. Wait for my approval before continuing.
3. Migrate all occurrences, one file at a time."
dev junior essay claude-code

5 Claude Code Mistakes Every Developer Makes (And How to Fix Them)

After helping hundreds of developers adopt Claude Code, here are the most common mistakes I see — and the simple fixes that make all the difference.

bash
# Mistake: interactive session for simple tasks
# Fix: one-shot mode
claude -p "Add input validation to src/api/YOUR_ROUTE.ts"
# ~$0.03 vs $0.18+ for a full session
dev middle case-study claude-code

How I Protect Sensitive Code While Using Claude Code on Real Projects

4 battle-tested strategies to use Claude Code without exposing API keys, credentials, or proprietary code — ranked by security, speed, and daily sustainability.

text
# .claudeignore — files Claude cannot read
.env
.env.*
**/secrets/**
config/production.yml
*.pem
*.key