⚡ TIPS & TRICKS
4 min
10 VS Code Tricks That'll Make You Code 3x Faster
Hidden VS Code features that'll make you wonder how you ever coded without them. No extensions needed!
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Explore Articles📚 TUTORIAL
2 min
Part 6/6Build an LLM Twin
Build an LLM Twin: Part 6 - Deploy to Production
Final part! Dockerize your LLM twin and deploy to the cloud. $5/month hosting. You just built what companies pay $200/month for!
🔬 DEEP DIVE
3 min
Vector Search Algorithms: Finding Needles in Billion-Point Haystacks
How vector databases find similar items in milliseconds. HNSW and IVF algorithms explained without the PhD math.
🧪 MAD SCIENCE
4 min
1 Million Particles: GPU Swarm Simulation
We simulated 1 million birds using your graphics card. At 60 FPS. The results were beautiful, computationally expensive, and maybe unnecessary. Here's how.
⚡ TIPS & TRICKS
3 min
GitHub Secrets: Features 90% of Devs Don't Know Exist
Hidden GitHub superpowers that'll make you look like a Git wizard. Built-in features you're probably paying for elsewhere.
📚 TUTORIAL
1 min
Part 5/6Build an LLM Twin
Build an LLM Twin: Part 5 - Building the Inference API
Deploy your LLM twin as an API. FastAPI + streaming responses. Call it from anywhere!
🔬 DEEP DIVE
2 min
WebGL Rendering: How Browsers Became Graphics Engines
From vertices to pixels: the WebGL rendering pipeline explained. Why browser graphics now rival native apps.
⚡ TIPS & TRICKS
3 min
Docker Power User: 15 Commands That'll Save Hours
Stop googling Docker commands. These 15 shortcuts will make you a container wizard. Copy-paste ready!
📚 TUTORIAL
2 min
Part 4/6Build an LLM Twin
Build an LLM Twin: Part 4 - Fine-Tuning on Your Writing
Teach a language model to write like you using LoRA. Runs on consumer GPUs. This is where the magic happens!
🔬 DEEP DIVE
3 min
Docker Internals: Isolation Without Virtualization
How containers work under the hood. Linux namespaces, cgroups, and union filesystems explained simply. No Linux expertise required!
🧪 MAD SCIENCE
2 min
Fabric Dynamics: Real-Time Cloth Physics in Your Browser
We built a cloth simulator that runs at 60 FPS in your browser. Verlet integration, constraints, and way too many particles. Here's how it works.
📚 TUTORIAL
2 min
Part 3/6Build an LLM Twin
Build an LLM Twin: Part 3 - Vector Embeddings Made Simple
Turn text into math that AI understands. Learn embeddings, semantic search, and ChromaDB. No linear algebra degree required!
⚡ TIPS & TRICKS
2 min
Terminal Tricks: Make Your CLI Look Like a Hacker Movie
15 terminal customizations and shortcuts that make you look (and feel) like a command-line wizard. Productivity gains included.
📚 TUTORIAL
4 min
Part 2/6Build an LLM Twin
Build an LLM Twin: Part 2 - Scraping Your Digital Self
Collect your LinkedIn posts, tweets, and articles. Build the dataset that teaches AI to write like you. Selenium + Beautiful Soup walkthrough.
🔬 DEEP DIVE
4 min
How RAG Works: Give Your AI a Memory
RAG explained like you're five. Why ChatGPT hallucinates and how RAG fixes it. The architecture that powers AI with perfect memory.
📚 TUTORIAL
4 min
Part 1/6Build an LLM Twin
Build an LLM Twin: Part 1 - What's an AI Clone?
Create an AI that writes exactly like you. This 6-part series competes with $200 courses. All code free on GitHub. Let's build your digital twin!