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zhongqiyue

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Location beijing,china Joined Joined on 
Why I stopped scraping HTML and started using AI to extract data

Why I stopped scraping HTML and started using AI to extract data

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4 min read

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How I Got AI to Actually Write Useful Unit Tests (Without Hallucinating)

How I Got AI to Actually Write Useful Unit Tests (Without Hallucinating)

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4 min read
My AI Integration Was a Disaster Until I Added These Three Layers

My AI Integration Was a Disaster Until I Added These Three Layers

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4 min read
I Spent Hours Parsing Logs Until I Tried This AI Approach

I Spent Hours Parsing Logs Until I Tried This AI Approach

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3 min read
Why I Stopped Writing Landing Page Copy by Hand (and How AI Helped Me Iterate Faster)

Why I Stopped Writing Landing Page Copy by Hand (and How AI Helped Me Iterate Faster)

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5 min read
How I Automated API Documentation with AI – Lessons Learned

How I Automated API Documentation with AI – Lessons Learned

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5 min read
Why My AI Chatbot Was Too Slow (and How I Fixed It)

Why My AI Chatbot Was Too Slow (and How I Fixed It)

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5 min read
I Built a Git Commit Message Generator with AI (Here's What I Learned)

I Built a Git Commit Message Generator with AI (Here's What I Learned)

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5 min read
Why Regex Failed Me for Data Extraction (and What I Use Now)

Why Regex Failed Me for Data Extraction (and What I Use Now)

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4 min read
My messy adventures juggling multiple AI APIs (and how I tamed them)

My messy adventures juggling multiple AI APIs (and how I tamed them)

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How One Abstraction Tamed AI Integration Chaos

How One Abstraction Tamed AI Integration Chaos

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5 min read
How I Stopped Fighting LLMs for Structured Output (and What I Learned)

How I Stopped Fighting LLMs for Structured Output (and What I Learned)

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4 min read
I built an internal AI assistant: lessons on cost and control

I built an internal AI assistant: lessons on cost and control

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From Regex to LLMs: My Journey Extracting Unstructured Web Data

From Regex to LLMs: My Journey Extracting Unstructured Web Data

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4 min read
Taming AI Latency: Streaming Responses with Server-Sent Events

Taming AI Latency: Streaming Responses with Server-Sent Events

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Why My Web Scrapers Keep Breaking and How I Finally Fixed Them

Why My Web Scrapers Keep Breaking and How I Finally Fixed Them

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How I Slashed LLM API Costs by 70% with Batching (No Magic)

How I Slashed LLM API Costs by 70% with Batching (No Magic)

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6 min read
Why regex couldn't parse my invoices (and what did)

Why regex couldn't parse my invoices (and what did)

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My AI integration had terrible costs until I changed my approach

My AI integration had terrible costs until I changed my approach

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4 min read
I built a code Q&A bot with RAG – what worked and what failed

I built a code Q&A bot with RAG – what worked and what failed

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Struggling with Slow AI Responses: Building a Streaming Chat UI with SSE

Struggling with Slow AI Responses: Building a Streaming Chat UI with SSE

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4 min read
How I Finally Tamed My AI API Bills (Without Losing Sanity)

How I Finally Tamed My AI API Bills (Without Losing Sanity)

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I tried to add AI chat to my app and hit a wall with context tokens

I tried to add AI chat to my app and hit a wall with context tokens

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Why My AI API Calls Were Failing (And How I Fixed It)

Why My AI API Calls Were Failing (And How I Fixed It)

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How I Stopped Wrestling with LLM Outputs (and Started Using Structured Extraction)

How I Stopped Wrestling with LLM Outputs (and Started Using Structured Extraction)

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5 min read
I Built a Streaming AI Chat Client Without Losing My Mind

I Built a Streaming AI Chat Client Without Losing My Mind

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How I Finally Got Reliable Data from Messy HTML Tables

How I Finally Got Reliable Data from Messy HTML Tables

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4 min read
I almost gave up on AI integrations — here's what saved me

I almost gave up on AI integrations — here's what saved me

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3 min read
Taming the Chaos: Parsing Messy HTML with LLMs

Taming the Chaos: Parsing Messy HTML with LLMs

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4 min read
How I Stopped Regexing HTML Tables and Started Using AI for Data Extraction

How I Stopped Regexing HTML Tables and Started Using AI for Data Extraction

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How I Tamed AI API Latency with Streaming and Prompt Caching

How I Tamed AI API Latency with Streaming and Prompt Caching

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How I Stopped My AI Feature from Draining My Wallet

How I Stopped My AI Feature from Draining My Wallet

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How I stopped burning money on AI API calls (and got faster responses)

How I stopped burning money on AI API calls (and got faster responses)

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4 min read
How I Tamed AI API Rate Limits with a Simple Queue

How I Tamed AI API Rate Limits with a Simple Queue

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4 min read
Why my AI chatbot kept forgetting things (and how I fixed it)

Why my AI chatbot kept forgetting things (and how I fixed it)

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Why I Stopped Relying on a Single AI Provider (and Built a Fallback System)

Why I Stopped Relying on a Single AI Provider (and Built a Fallback System)

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5 min read
I spent weeks scraping 50 websites—here's what finally worked

I spent weeks scraping 50 websites—here's what finally worked

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4 min read
When Your AI API Goes Down: A Real-World Fallback Strategy

When Your AI API Goes Down: A Real-World Fallback Strategy

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How I Fixed My AI Chatbot's Timeout Nightmare

How I Fixed My AI Chatbot's Timeout Nightmare

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5 min read
Why I ditched regex scrapers for an LLM parser (and when you shouldn't)

Why I ditched regex scrapers for an LLM parser (and when you shouldn't)

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4 min read
When Regex Fails: My Journey to AI-Powered Data Extraction

When Regex Fails: My Journey to AI-Powered Data Extraction

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Extracting structured data from messy text: what worked for me

Extracting structured data from messy text: what worked for me

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3 min read
I tried 5 ways to build a Q&A system over my docs — here's what worked

I tried 5 ways to build a Q&A system over my docs — here's what worked

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5 min read
How I stopped fighting AI API chaos with a simple proxy

How I stopped fighting AI API chaos with a simple proxy

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How I automated markdown docs from UI screenshots using AI

How I automated markdown docs from UI screenshots using AI

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5 min read
How I Built a Secure AI API Proxy Without Losing My Sanity

How I Built a Secure AI API Proxy Without Losing My Sanity

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Building a Serverless Proxy for AI APIs: Lessons Learned

Building a Serverless Proxy for AI APIs: Lessons Learned

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How I Fixed My AI Chatbot's Laggy Responses with Server-Sent Events

How I Fixed My AI Chatbot's Laggy Responses with Server-Sent Events

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Why I stopped hardcoding AI API keys in my frontend

Why I stopped hardcoding AI API keys in my frontend

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Why My AI Summary Pipeline Broke at 3 AM (and How I Fixed It)

Why My AI Summary Pipeline Broke at 3 AM (and How I Fixed It)

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I almost gave up on my AI assistant — here’s how I fixed context handling

I almost gave up on my AI assistant — here’s how I fixed context handling

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5 min read
Why I Stopped Building My Own Document Q&A from Scratch

Why I Stopped Building My Own Document Q&A from Scratch

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How I stopped dumping PDFs and started chatting with my documentation

How I stopped dumping PDFs and started chatting with my documentation

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3 min read
When My AI API Went Down: Building a Resilient Fallback Pipeline

When My AI API Went Down: Building a Resilient Fallback Pipeline

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Why Your AI App Costs Too Much (And How I Fixed It)

Why Your AI App Costs Too Much (And How I Fixed It)

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3 min read
When Regex Fails: LLMs for Messy HTML Data

When Regex Fails: LLMs for Messy HTML Data

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My Web Scraper Was Too Fragile — Here's How AI Fixed It

My Web Scraper Was Too Fragile — Here's How AI Fixed It

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Regex broke my scraper: Using LLMs for robust data extraction

Regex broke my scraper: Using LLMs for robust data extraction

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Why I Gave Up on Perfect Selectors and Asked GPT to Extract My Data

Why I Gave Up on Perfect Selectors and Asked GPT to Extract My Data

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4 min read
I Built a Web Page Summarizer with AI (and Why You Might Not Want To)

I Built a Web Page Summarizer with AI (and Why You Might Not Want To)

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