After 6 months with LangGraph in production: it’s good for rapid prototyping, painful for scaling to enterprise.
I’m no stranger to adapting to new platforms as a developer, but let me tell you, LangGraph has been quite the ride for the last half a year. Launched by the GitHub user langchain-ai, this tool aims
7 Performance Profiling Mistakes That Cost Real Money
I’ve seen 15 applications slow down significantly in the last quarter, and guess what? All of them made the same 7 performance profiling mistakes. These mistakes don’t just waste developers’ time; they can cost companies a fortune in lost productivity, infrastructure fees, and customer churn. Understanding what
TGI vs llama.cpp: A Showdown for Small Teams
Start with this: TGI from Hugging Face has 10,811 GitHub stars, while llama.cpp lags behind. But let’s be real—stars don’t mean squat if the tool doesn’t get the job done. In a world where small teams need efficiency but lack the luxury of extensive resources, the choice
How to Add Vector Search with Claude API: Step by Step
Today, we’re going to tackle a highly demanded aspect of modern applications: adding vector search capabilities using the Claude API. If you’re aiming to provide quick and accurate search results from large datasets, vector search is where you want to be.
Prerequisites
Express vs tRPC: Which One for Production?
Express has over 57,000 GitHub stars. tRPC, on the other hand, doesn’t even crack the 10,000 mark, and honestly, stars don’t ship features. Let’s break down these two frameworks and see which is worth your time and energy for production applications. The ongoing debate in the development community
You know that feeling when a software platform you’re working with doesn’t have that one feature you desperately need? That’s basically how I ended up knee-deep in OpenClaw plugin development. There I was, itching to tweak a few things and after hitting a wall one too many times,
Embedding Model Selection Checklist: 10 Things Before Going to Production
I’ve seen 5 production deployments fail this month alone, all due to common mistakes when choosing the right embedding model. It’s insane to me that in 2023, developers still overlook critical aspects of embedding model selection, leading to wasted resources and failing projects. The embedding
Claude API vs Groq: Which One for Small Teams
Claude API currently enjoys 85,000 GitHub stars. Groq’s library, however, has not made a similar splash and has no GitHub data available. It’s vital to recognize that stars aren’t the metric that determines any product’s success in your project—functionality is what ships the features.
