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AI

A collection of 9 posts

AI DevOps: Your AI Assistant That Can Actually Fix Your Servers

AI DevOps: Your AI Assistant That Can Actually Fix Your Servers

You're staring at your server logs at 2 AM. Something's wrong with your Nextcloud instance. CPU spiking, disk space warnings, and you're not entirely sure what changed. Sound familiar? We've been there. That's why we built AI DevOps, an AI

Why Graph Databases Are the Secret Weapon Behind Fraud Detection, Recommendations, and AI

Why Graph Databases Are the Secret Weapon Behind Fraud Detection, Recommendations, and AI

Your business runs on relationships. Customers connect to products. Products connect to suppliers. Employees connect to departments. Transactions connect buyers and sellers. Every meaningful decision you make depends on understanding how things relate to each other. And yet, most companies store all of this in spreadsheets and relational databases that

MoltBot Just Broke the Internet: Deploy Your Own AI Assistant in Minutes

MoltBot Just Broke the Internet: Deploy Your Own AI Assistant in Minutes

You've probably seen it everywhere this week. Your Twitter feed. Hacker News. That one Slack channel where the senior dev posts "interesting stuff." MoltBot just gained 9,000 GitHub stars in a single day, and Andrej Karpathy himself gave it a public endorsement. People are calling

Build AI Chatbots with Dify (No Coding Required)

Build AI Chatbots with Dify (No Coding Required)

Every small business owner knows the frustration: customers expect instant responses, but hiring a 24/7 support team is expensive. Meanwhile, ChatGPT and similar AI tools seem promising, but they don't know anything about your products, your policies, or your specific business context. This is exactly what Dify

Langflow + Ollama: Build Production-Ready AI Agents Without Writing Python

Langflow + Ollama: Build Production-Ready AI Agents Without Writing Python

If you've tried building AI agents with Python, you know the drill: installing dependencies, debugging async functions, wrestling with LangChain's abstractions. It works, but it's slow. And if you're not a Python developer, it's a wall. Langflow changes that. It&

pgvector vs ChromaDB: When to Extend PostgreSQL and When to Go Dedicated

pgvector vs ChromaDB: When to Extend PostgreSQL and When to Go Dedicated

Every developer building AI applications faces this question: should I add vector search to my existing PostgreSQL database, or spin up a dedicated vector database like ChromaDB? The answer depends on what you're building. Let me break it down. What's the Actual Difference? pgvector is a

The Best Open-Source ChatGPT Interfaces: LobeChat vs Open WebUI vs LibreChat

The Best Open-Source ChatGPT Interfaces: LobeChat vs Open WebUI vs LibreChat

The ChatGPT interface has become the standard for how we interact with AI. That clean chat bubble layout, the markdown rendering, the ability to switch models mid-conversation—we all expect it now. Here's what's interesting: that interface is no longer proprietary. A wave of open-source projects

Zep + LangChain: Give Your AI Assistant Persistent Memory

Zep + LangChain: Give Your AI Assistant Persistent Memory

Your chatbot has amnesia. Every time a user starts a new session, your AI assistant forgets everything—their name, preferences, previous conversations, all of it. Gone. You're essentially building a goldfish with a PhD. This isn't a minor inconvenience. It's why your customer support

Why Private AI Is the Biggest Self-Hosting Trend of 2025

Why Private AI Is the Biggest Self-Hosting Trend of 2025

Why Private AI Is the Biggest Self-Hosting Trend of 2025 Something interesting happened this year. While everyone was obsessing over ChatGPT subscriptions and Claude API bills, a quiet revolution was brewing in home offices and server rooms around the world. People started running their own AI. Not toy projects. Not