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Sungwoo Lee

Hands-on guides on AI tools and prompting — ChatGPT, Claude, Perplexity, and more. I test the tools and write what actually works, at Tangents → https://my-blog.org/tangents

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Cloudflare Workers Pricing: $5 Minimum, 10M Requests Included

Cloudflare Workers Pricing: $5 Minimum, 10M Requests Included

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3 min read
Cloudflare Workers AI: 10,000 Free Neurons a Day, Then $0.011

Cloudflare Workers AI: 10,000 Free Neurons a Day, Then $0.011

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4 min read
AI Coding Assistant Free: What 2,000 Completions and 50 Chats Buy

AI Coding Assistant Free: What 2,000 Completions and 50 Chats Buy

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4 min read
Claude Code Install: 3 Shell Commands, and the 2 Errors That Trip You

Claude Code Install: 3 Shell Commands, and the 2 Errors That Trip You

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4 min read
Cursor vs Claude Code: $8-$200 Plans, but Claude Bills Extra

Cursor vs Claude Code: $8-$200 Plans, but Claude Bills Extra

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4 min read
Claude Code Pricing: $20 Pro, $100 Max, and a $13/Day API Average

Claude Code Pricing: $20 Pro, $100 Max, and a $13/Day API Average

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4 min read
Why Idle Claude Code Sessions Burn Tokens: 4.7 Turns per Alert

Why Idle Claude Code Sessions Burn Tokens: 4.7 Turns per Alert

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5 min read
Claude Code Automation: Publish Gates Blocked 23 Bad Posts in 10 Days

Claude Code Automation: Publish Gates Blocked 23 Bad Posts in 10 Days

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6 min read
4,474 of 5,369 Output Tokens Were Thinking: Reading Claude API Errors

4,474 of 5,369 Output Tokens Were Thinking: Reading Claude API Errors

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6 min read
One Unattended Claude Loop Burned 13 Points of Plan Usage

One Unattended Claude Loop Burned 13 Points of Plan Usage

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4 min read
I Had AI Grade My 12 Vibe-Coded Blog Posts: 15.1 out of 25

I Had AI Grade My 12 Vibe-Coded Blog Posts: 15.1 out of 25

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5 min read
Claude Code Skills: 96% of My Command's Output Was Thinking

Claude Code Skills: 96% of My Command's Output Was Thinking

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5 min read
6 Cloudflare Workers Gotchas We Hit in Production

6 Cloudflare Workers Gotchas We Hit in Production

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6 min read
Exit Code 0, Nothing Produced: The Automation Failure I Shipped Five Times

Exit Code 0, Nothing Produced: The Automation Failure I Shipped Five Times

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7 min read
65 Tool Pages, 12 Pageviews in 30 Days: The Bug Was in the Site Graph

65 Tool Pages, 12 Pageviews in 30 Days: The Bug Was in the Site Graph

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4 min read
65 Calculators, One Cloudflare Worker, No Build Step

65 Calculators, One Cloudflare Worker, No Build Step

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5 min read
Why Growth Curves Bend: Exponential vs. Logistic, With Code

Why Growth Curves Bend: Exponential vs. Logistic, With Code

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5 min read
How to Build a Custom GPT That Doesn't Answer Generically

How to Build a Custom GPT That Doesn't Answer Generically

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4 min read
Which AI Model Should You Use? A Routing Guide for Developers

Which AI Model Should You Use? A Routing Guide for Developers

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5 min read
Best AI Agents in 2026: What They Do and How to Pick One

Best AI Agents in 2026: What They Do and How to Pick One

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6 min read
AI Agents vs Chatbots: What's the Actual Difference

AI Agents vs Chatbots: What's the Actual Difference

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5 min read
How to Build an AI Agent Without Writing Code

How to Build an AI Agent Without Writing Code

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6 min read
System Prompt vs User Prompt: What's the Difference?

System Prompt vs User Prompt: What's the Difference?

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5 min read
Role Prompting Explained: How AI Personas Actually Work

Role Prompting Explained: How AI Personas Actually Work

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6 min read
Prompt Chaining Explained: Break Big AI Tasks Into Steps

Prompt Chaining Explained: Break Big AI Tasks Into Steps

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6 min read
Fine-Tuning vs Prompt Engineering: A Developer's Decision Framework

Fine-Tuning vs Prompt Engineering: A Developer's Decision Framework

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5 min read
What Is an AI Agent? Agentic AI Explained for Developers

What Is an AI Agent? Agentic AI Explained for Developers

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5 min read
What Is a Context Window? Token Limits Explained for Developers

What Is a Context Window? Token Limits Explained for Developers

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4 min read
What Is RAG (Retrieval-Augmented Generation)? Explained for Developers

What Is RAG (Retrieval-Augmented Generation)? Explained for Developers

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4 min read
What Is MCP (Model Context Protocol)? A Developer's Explainer

What Is MCP (Model Context Protocol)? A Developer's Explainer

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4 min read
How to Stop AI Hallucinations: 6 Prompt Tactics That Reduce Made-Up Answers

How to Stop AI Hallucinations: 6 Prompt Tactics That Reduce Made-Up Answers

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4 min read
What Is Prompt Engineering? A Plain-English Guide for Anyone Using AI

What Is Prompt Engineering? A Plain-English Guide for Anyone Using AI

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4 min read
How to Write Better AI Prompts: The 5 Principles That Actually Work

How to Write Better AI Prompts: The 5 Principles That Actually Work

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4 min read
Few-Shot Prompting Explained: Teach AI With Examples (With Templates)

Few-Shot Prompting Explained: Teach AI With Examples (With Templates)

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5 min read
20 ChatGPT Prompts for Work That Actually Save You Time

20 ChatGPT Prompts for Work That Actually Save You Time

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8 min read
Chain-of-Thought Prompting, Explained (with the Research Behind It)

Chain-of-Thought Prompting, Explained (with the Research Behind It)

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4 min read
Perplexity AI Review: Is It Worth It in 2026?

Perplexity AI Review: Is It Worth It in 2026?

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4 min read
Best AI Coding Assistants Compared (2026): Copilot, Cursor, Claude Code & ChatGPT

Best AI Coding Assistants Compared (2026): Copilot, Cursor, Claude Code & ChatGPT

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4 min read
ChatGPT vs Perplexity: Which AI Tool Actually Wins for Research?

ChatGPT vs Perplexity: Which AI Tool Actually Wins for Research?

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4 min read
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