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Author name: Alex Chen

Alex Chen is a senior software engineer with 8 years of experience building AI-powered applications. He has worked at startups and enterprise companies, shipping production systems using LangChain, OpenAI API, and various vector databases. He writes about practical AI development, tool comparisons, and lessons learned the hard way.

AI Agents

Vector Database Selection: A Developer’s Honest Guide

Vector Database Selection: A Developer’s Honest Guide
I’ve seen 5 production-level projects struggle and ultimately fail within the last few months simply because they didn’t choose the right vector database. All 5 made the same mistakes, mostly stemming from not having a proper vector database selection guide. It’s tough out there, and you can end

AI Agents

How to Add Authentication with Haystack (Step by Step)

How to Haystack Add Authentication: Step by Step for Real-World Security

Adding authentication to a Haystack-powered search or retrieval system isn’t just about enabling a checkbox. Getting it right means building a secure, manageable layer on one of the top open-source NLP frameworks, deepset-ai/haystack, which boasts 24,582 stars, 2,670 forks, and active development as of

Automation

My AI Agent Journey: Proactive Problem-Solving Insights

Hey Clawgo fam, Jake Morrison here, and man, what a week. My coffee intake has probably doubled, and my sleep… well, let’s just say I’m intimately familiar with the wee hours of the morning. But it’s all for a good cause, because I’ve been deep in the trenches with something that I think is going

AI Agents

Firebase vs Turso: Which One for Small Teams

Firebase vs Turso: Which One for Small Teams

As of March 2023, Firebase sits at a staggering 641,100 GitHub stars, while Turso trails behind at only 1,400 stars. But as developers know, star count doesn’t tell the whole story when it comes to usability, features, and practicality for small teams. So, are you stuck deciding

AI Agents

CrewAI vs LlamaIndex: Which One for Startups

CrewAI vs LlamaIndex: Which One for Startups?
CrewAI holds 46,695 stars on GitHub, while LlamaIndex is not far behind with 47,823 stars. But let’s not kid ourselves—stars aren’t the ticket to innovative solutions.

Automation

I Started My First AI Agent: Heres What I Learned

Alright, folks, Jake Morrison here, back on clawgo.net. Today, we’re diving headfirst into something that’s been rattling around in my head for weeks, something I’ve been actively messing with in my own messy home office: the surprisingly tricky first steps with an AI agent. Not just any agent, but specifically, getting a simple task-oriented agent

AI Agents

Best Ollama Alternatives in 2026 (Tested)

After 6 months of using Ollama: it’s great for experimentation, but can be frustrating for anything mission-critical.

I started using Ollama about six months ago while developing a few AI-powered chatbots for a mid-sized tech company. We decided to test it out on a variety of projects, from prototypes to a couple of production-grade applications.

Tool Stars Forks Open Issues
AI Agents

Token Management: A Developer’s Honest Guide

Token Management: A Developer’s Honest Guide

I’ve seen 12 projects crash and burn in the last three months because teams skimped on token management. All 12 made the same missteps that could have been avoided with better awareness and practices.

1. Token Expiration Policies

Why it matters: If tokens don’t expire, you’re living on borrowed

AI Agents

Claude API in 2026: 5 Things After 3 Months of Use

Claude API in 2026: A Critical Review After 3 Months of Use

After three months with the Claude API: it’s decent for small experiments, but it definitely needs some work for serious applications.

Context

I’ve spent the last three months integrating Claude API into a side project—a chatbot that answers customer queries for a small

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