DSPy vs LlamaIndex: Which One for Production?
According to GitHub, DSPy has 32,947 stars while LlamaIndex boasts 47,804 stars. But stars don’t ship features, and here’s where developers need to focus their attention. Choosing between DSPy and LlamaIndex for production use isn’t just about popularity; it’s about which tool aligns better with your specific project
After 6 months of using LangGraph in production: it’s decent for small projects but hits walls with scalability and complexity.
Having worked extensively on AI-driven applications, I decided to give LangGraph a shot for orchestrating various agent-based workflows in a project that spanned nearly a year. My experience covered a moderate codebase and a small
Qdrant vs FAISS: Making the Right Choice for Startups
The choice between Qdrant and FAISS can determine how smoothly your startup operates, especially when it comes to managing large-scale vector searches. While both tools offer unique capabilities, there’s no denying that one may outperform the other in specific scenarios. Startups can’t afford to juggle unnecessary
Express vs Elysia: Which One for Startups?
Express has around 62,000 stars on GitHub, while Elysia is still in its infancy and lacks similar data given its more recent launch. Yet, let’s talk about real-world applications, because stars don’t ship features. For startups deciding between these frameworks, the choice is pretty polarizing. Here’s what I
My Take on Semantic Kernel Pricing in 2026: The Costs Nobody Mentions
After 6 months of working with Semantic Kernel, the pricing model is puzzling, with hidden costs that might catch you off guard.
Context
I’ve been using Microsoft’s Semantic Kernel for around 6 months now in a mid-sized project where we aimed to integrate
Kubernetes vs Fly.io: Which One for Enterprise?
About 49% of developers state that managing container orchestration is one of their top challenges. Kubernetes, with its massive ecosystem, has long dominated this space. However, newcomers like Fly.io are starting to gain traction. So, how do these two stack up against one another? This article will lay
How to Set Up Logging with LangChain: A Practical Step-by-Step Tutorial
If you work with LangChain, you need to nail down logging to make sure you’re capturing all the essential pieces of information your application generates. We’re gearing up here to set up logging with LangChain, a library that boasts 130,178 stars on GitHub and
Hey everyone, Dana Kim here, back on agntapi.com! It’s March 19th, 2026, and I’ve been wrestling with something pretty fundamental lately, something that underpins almost everything we do with agent APIs: the humble, yet incredibly powerful, webhook.
I know, I know. Webhooks aren’t exactly the new kid on the block. They’ve been around for ages.
Practical guide to REST and GraphQL API design patterns, integration tips, and real code examples that help you build APIs developers love.
Hey everyone, Dana here from agntapi.com, and boy, do I have a bone to pick – or rather, a solution to present – regarding one of the most underappreciated workhorses in our API arsenal: the webhook. We talk a lot about REST APIs, the beauty of a well-documented endpoint, and the art of crafting the