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niuniu

Full-stack developer & AI enthusiast. Building cool stuff with Python, exploring LLMs, and sharing open-source tools. Currently obsessed with AI coding assistants. Always learning, always shipping.

Location Shanghai, China Joined Joined on  Personal website https://monkeycode-ai.net/ github website
Vercel vs Netlify vs Cloudflare Pages — I Deployed the Same Next.js App to All 3. One Clear Winner.

Vercel vs Netlify vs Cloudflare Pages — I Deployed the Same Next.js App to All 3. One Clear Winner.

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2 min read

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Quick Tip — Run Llama 3.1 8B Locally with Ollama in 3 Commands (No GPU, No API Key)

Quick Tip — Run Llama 3.1 8B Locally with Ollama in 3 Commands (No GPU, No API Key)

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2 min read
I Replaced My $50/Month Database Bill with Free Postgres. 6 Months, $0, Zero Downtime.

I Replaced My $50/Month Database Bill with Free Postgres. 6 Months, $0, Zero Downtime.

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3 min read
I Ditched GitHub Copilot for a $0 Local Setup. Here's My Honest Review.

I Ditched GitHub Copilot for a $0 Local Setup. Here's My Honest Review.

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3 min read
I Tested Every Free GPU for AI in 2026. Only 3 Are Worth Your Time.

I Tested Every Free GPU for AI in 2026. Only 3 Are Worth Your Time.

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3 min read
I Replaced $97/Month of Cloud Bills with Free Tiers. My Invoice Is Now $0.

I Replaced $97/Month of Cloud Bills with Free Tiers. My Invoice Is Now $0.

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2 min read
Quick Tip: Ditch pip's venv Dance — uv Does It in One Command (10x Faster)

Quick Tip: Ditch pip's venv Dance — uv Does It in One Command (10x Faster)

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2 min read
I Deployed 5 Side Projects for $0/Month — My Exact Free-Tier Stack

I Deployed 5 Side Projects for $0/Month — My Exact Free-Tier Stack

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2 min read
I Run 4 LLMs on My Laptop for $0 — Goodbye, $240/Year API Bills

I Run 4 LLMs on My Laptop for $0 — Goodbye, $240/Year API Bills

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2 min read
Google Colab Free Tier Is Criminally Underrated — I Fine-Tuned a 7B LLM for $0

Google Colab Free Tier Is Criminally Underrated — I Fine-Tuned a 7B LLM for $0

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2 min read
I Replaced My $59/Month Database Stack with Free Tiers — 3 Weeks Later, Zero Regrets

I Replaced My $59/Month Database Stack with Free Tiers — 3 Weeks Later, Zero Regrets

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2 min read
I Run My Entire AI Coding Stack Locally for $0 — Here's the Exact Setup

I Run My Entire AI Coding Stack Locally for $0 — Here's the Exact Setup

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3 min read
Quick Tip: Kill Nested-Dict Hell in Python with One Dataclass Pattern

Quick Tip: Kill Nested-Dict Hell in Python with One Dataclass Pattern

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1 min read
DeepSeek-V4 Just Dropped — Here's Why It's a Game-Changer

DeepSeek-V4 Just Dropped — Here's Why It's a Game-Changer

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2 min read
DeepSeek-V4 Just Dropped — Here's Why It's a Game-Changer

DeepSeek-V4 Just Dropped — Here's Why It's a Game-Changer

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2 min read
I Tried persona — Here's What You Need to Know

I Tried persona — Here's What You Need to Know

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2 min read
I Tried decimen-optical-transfer — Here's What You Need to Know

I Tried decimen-optical-transfer — Here's What You Need to Know

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2 min read
I Tried Kimi-K3 — Here's What You Need to Know

I Tried Kimi-K3 — Here's What You Need to Know

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2 min read
Test Your Agent Skills Before You Pay for Tokens: A Reproducible Evaluation Workflow

Test Your Agent Skills Before You Pay for Tokens: A Reproducible Evaluation Workflow

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6 min read
I Tried ponytail-improved — Here's What You Need to Know

I Tried ponytail-improved — Here's What You Need to Know

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2 min read
I Tried persona — Here's What You Need to Know

I Tried persona — Here's What You Need to Know

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2 min read
I Tried Kimi-K3 — Here's What You Need to Know

I Tried Kimi-K3 — Here's What You Need to Know

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2 min read
This AI Copywriter Uses Real Copywriting Skills — Not Just Templates

This AI Copywriter Uses Real Copywriting Skills — Not Just Templates

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1 min read
Permanent Memory for AI Agents — This 426-Token Prompt Changes Everything

Permanent Memory for AI Agents — This 426-Token Prompt Changes Everything

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1 min read
This Open-Source AI Agent Works Out of the Box — No Setup Required

This Open-Source AI Agent Works Out of the Box — No Setup Required

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1 min read
Kimi K3 Just Dropped — 2.8T Parameters, Here's What You Need to Know

Kimi K3 Just Dropped — 2.8T Parameters, Here's What You Need to Know

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2 min read
I Deleted GitHub Copilot and Saved $120/Year — Here's What I Use Instead

I Deleted GitHub Copilot and Saved $120/Year — Here's What I Use Instead

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2 min read
I Replaced My $50/Month Hosting with Vercel

I Replaced My $50/Month Hosting with Vercel

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1 min read
I Replaced My $100/Month Database with Supabase

I Replaced My $100/Month Database with Supabase

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1 min read
Quick Tip: Python f-strings Tricks

Quick Tip: Python f-strings Tricks

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1 min read
I Benchmarked HuggingFace Transformers vs OpenAI API — The Cost Difference Is Insane

I Benchmarked HuggingFace Transformers vs OpenAI API — The Cost Difference Is Insane

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2 min read
Quick Tip: Build a RAG Pipeline in 10 Lines of Python (No LangChain Needed)

Quick Tip: Build a RAG Pipeline in 10 Lines of Python (No LangChain Needed)

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2 min read
I Replaced My $200/Month Claude Pro Setup with Gemini CLI — Saved $1,800 and Got Better Results

I Replaced My $200/Month Claude Pro Setup with Gemini CLI — Saved $1,800 and Got Better Results

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2 min read
Quick Tip: Python File Operations

Quick Tip: Python File Operations

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1 min read
Quick Tip: CSS Animations

Quick Tip: CSS Animations

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1 min read
Quick Tip: Python Error Handling

Quick Tip: Python Error Handling

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1 min read
Quick Tip: JavaScript Promises

Quick Tip: JavaScript Promises

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1 min read
Quick Tip: Python Context Managers

Quick Tip: Python Context Managers

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1 min read
Quick Tip: Git Branching Strategies

Quick Tip: Git Branching Strategies

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1 min read
Quick Tip: Python Async/Await Basics

Quick Tip: Python Async/Await Basics

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1 min read
Quick Tip: CSS Grid Layout Examples

Quick Tip: CSS Grid Layout Examples

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1 min read
Quick Tip: Python Decorators Explained

Quick Tip: Python Decorators Explained

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1 min read
Quick Tip: TypeScript Generics Examples

Quick Tip: TypeScript Generics Examples

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1 min read
The Complete Guide to Free Development Tools in 2026 (I Tested 20 — Only 7 Were Worth It)

The Complete Guide to Free Development Tools in 2026 (I Tested 20 — Only 7 Were Worth It)

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4 min read
5 Free AI Models You Can Run Locally in 2026 (No API Key, No Cloud, No Cost)

5 Free AI Models You Can Run Locally in 2026 (No API Key, No Cloud, No Cost)

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4 min read
I Built a Full-Stack SaaS for $0 — Here Is My Complete Free Tech Stack in 2026

I Built a Full-Stack SaaS for $0 — Here Is My Complete Free Tech Stack in 2026

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3 min read
Quick Tip: React Native Components

Quick Tip: React Native Components

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1 min read
Quick Tip: Python Machine Learning Quick Start

Quick Tip: Python Machine Learning Quick Start

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1 min read
Quick Tip: Python pytest Examples

Quick Tip: Python pytest Examples

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1 min read
Quick Tip: JWT Authentication Basics

Quick Tip: JWT Authentication Basics

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1 min read
Quick Tip: Kubernetes Basic Commands

Quick Tip: Kubernetes Basic Commands

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1 min read
Quick Tip: SQL Query Examples

Quick Tip: SQL Query Examples

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1 min read
Quick Tip: Python Flask Quick Start

Quick Tip: Python Flask Quick Start

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1 min read
Quick Tip: Node.js Express Middleware

Quick Tip: Node.js Express Middleware

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1 min read
Quick Tip: Vue.js Composition API

Quick Tip: Vue.js Composition API

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1 min read
Quick Tip: React Hooks Cheat Sheet

Quick Tip: React Hooks Cheat Sheet

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1 min read
Quick Tip: Docker Commands Cheat Sheet

Quick Tip: Docker Commands Cheat Sheet

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1 min read
Quick Tip: Python List Comprehension

Quick Tip: Python List Comprehension

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1 min read
Quick Tip: CSS Flexbox Cheat Sheet

Quick Tip: CSS Flexbox Cheat Sheet

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1 min read
Quick Tip: Git Commands You Should Know

Quick Tip: Git Commands You Should Know

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1 min read
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