Beginner Guides

OpenAI API in 2026: 7 Things After 3 Months of Use
After three months with the OpenAI API in a mid-sized project, my verdict is pretty clear: it’s solid for chat applications, but watch out for unexpected costs and limitations when scaling.

Context
To put this review in context, I’ve been using the OpenAI API

Ollama vs vLLM: Which One for Side Projects?
Ollama boasts 165,710 stars on GitHub while vLLM has 73,811. Sure, those numbers look great for Ollama, but let’s not delude ourselves: stars alone don’t drive development forward. If you’re like me, you’re constantly weighing options for your side projects, especially when it comes to tools that

How to Add Memory to Your Agent with AutoGen

We’re about to add memory to your agent using AutoGen, improving the way it interacts and remembers user context — and it’s a big deal! With the increasing complexity of artificial intelligence systems, having agents that can retain information enhances user experience significantly. In a world

Adding Vector Search with Qdrant: A Detailed Step-by-Step Tutorial

We’re building a vector search engine with Qdrant that will allow us to efficiently handle high-dimensional data queries—a necessity in today’s data-heavy applications.

Prerequisites

LangGraph vs Haystack: Which One for Production?

LangGraph has 26,907 stars on GitHub, while Haystack currently sits at 24,562. But stars don’t ship features, and in the world of AI frameworks, having the right tool can make or break your project.

Beginner Guides

Weaviate vs FAISS: Which One for Startups

Alex Chen / March 19, 2026

Weaviate vs FAISS: Which One for Startups
Weaviate has 15,830 GitHub stars. FAISS, on the other hand, has made its own mark in the vector database arena, yet it operates differently on many fronts. But stars are just numbers; what really matters is their fitness for your projects. In this article, we’ll break down the

Beginner Guides

LangChain vs LangGraph: Which One for Startups

Alex Chen / March 19, 2026

LangChain vs LangGraph: A Real Look for Startups
LangChain has 130,184 GitHub stars, while LangGraph sits at 5,300. Sure, the star count might suggest some significance, but it’s far from everything. For startups contemplating their next build, both tools have their strengths and weaknesses. The big question remains: which one fits your needs best? In

Beginner Guides

How to Set Up Ci/Cd with Ollama (Step by Step)

Alex Chen / March 19, 2026

How to Set Up CI/CD with Ollama (Step by Step)
Alright, let’s cut through the fluff. Setting up CI/CD with Ollama can seem like rocket science at first, but it’s honestly not that bad once you get the hang of it. In this tutorial, I’m going to walk you through exactly how to get everything