AiRabbit

AI and programming enthusiast, scratching the surface of emerging tech trends through tutorials, blog posts and analysis, all centered on the intersection of AI, machine learning and cloud.

Paid-members only

Why MCP Doesn’t Scale as You Might Think

You may have heard a lot about something called Model Context Protocol (MCP) in recent days and weeks, both in the news and here on Medium. This technology is becoming so widespread that it feels like almost every company with a digital product is getting worried about missing out and

Paid-members only

Is Copyright's Protection Gone?

Over the past couple of years, there has been an explosion in AI, particularly in the form of LLMs such as GPT and Gemini, which have spread to nearly every aspect of our digital lives. However, as these applications multiply, so does an underlying concern: the increasing risk of copyright

Paid-members only

Chat with 100+ Big Data Sources with MindsDB Agents and MCP

Model-Context Protocol (MCP) is a game-changing technology that's transforming how AI agents interact with information. It allows AI agents to communicate with various systems and analyze data from different sources on the fly, even without the user knowing their exact structure beforehand. When dealing with large datasets, we

Paid-members only

Let AI Be your Prompt Engineer using a Simple Trick

In today's world, many of us frequently interact with AI models like GPT, spending significant time prompting, reading responses, and refining our queries. Through this process, we gain valuable experience and start to understand how "our" AI works, learning the best ways to phrase our requests

Paid-members only

Building Intelligent, Real-Time Voice Agents with MCP (Part II)

In a previous post, we discussed how to build an MCP-powered voice agent with real-time capabilities. This allowed you to use your own data, applications, and services to create an AI assistant for yourself or your customers, all using LiveKit in a local environment with OpenAI and Deepgram. In this

Paid-members only

Building Intelligent, Real-Time Voice Agents with MCP (Part I)

AI agents and their supporting technologies (RAG, MCP, Long Term Memory and many more) are becoming the foundation of AI-powered systems across all industries. Equipped with advanced AI language models (LLMs) and vast amounts of data, these agents can handle many tasks much faster and more affordably than human labor.

Paid-members only

Generate n8n Workflows with DeepWiki and Copilot

Recently, I came across an intriguing post from an influencer demonstrating how to generate n8n workflows using Claude. This method involved creating and saving various files within Claude projects. While the idea of using AI to generate n8n workflows is certainly appealing, this particular approach has a significant drawback: the

Paid-members only

Let AI Add the Perfect Images to Your Content Without Any Extra Tools

When you're writing a blog post with a lot of text, adding variety can make it much more engaging for your readers. While Artificial Intelligence (AI) can certainly help with many aspects – like structuring your content, doing research, or even creating diagrams right within your prompt – there'

Members only

Building an Agentic AI Workforce with Librechat

I've spoken a lot in the past about open-source chatbots like OpenWebUI, with their rich feature set and powerful capabilities like prompt libraries, multi-user support, artifacts, and many more incredible features one can only dream of compared to ChatGPT or Claude.ai. However, another big player that has

Paid-members only

Is MCP the New UX?

The web is in constant flux, with emerging technologies reshaping how we access information and services. Recent years have brought notable advances—HTTP/3 delivers faster performance, and WebAssembly enables deeper integration—both of which improve modern web applications’ speed, usability, and interoperability. Yet a newcomer from the AI realm,

Paid-members only

Building Smart MCP Servers: Don't Let Your LLMs Get Overfed!

Paid-members only

Don’t Hope for good Vibe Code Quality. Enforce it!

Paid-members only

Why Your AI Coding Assistant Is Fixing the Wrong Code

Struggling with vague bug reports in AI-assisted coding? Meet a JavaScript utility that simplifies debugging: activate with F12, click a problem UI element, and instantly capture detailed element info for precise bug reports. Streamline your process and eliminate guesswork with this innovative tool.

ElementSnapper Demo

Paid-members only

How I Drove AI Agent Success to 90% with a Simple Self-Reflection Hack

Building artificial intelligence agents has become remarkably accessible today. In many cases, all you need is a well-crafted prompt, a selection of tools, and optionally, grounding files for the model, and an agent can be brought to life. However, as the number of available tools grows, especially with technologies like

Members only

AI Tools

The AI That Never Forgets: Understanding Infinite Conversations in Cline and other Chatbots

AI models often face the "context window limit," leading to disjointed conversations. Cline, an AI code assistant, tackles this by using advanced context management, ensuring comprehensive conversation tracking and intelligent truncation strategies. It preserves key system and custom instructions...

Paid-members only

AI Tools

Empower Any AI Workflow: A Practical Blueprint for LLM Observability with Langfuse & LiteLLM

AI tools like Librechat and Cline are becoming essential, yet understanding their inner workings can be complex. Langfuse offers insights into AI interactions, helping developers monitor and optimize their AI systems. Setting up Langfuse with LiteLLM allows detailed tracing of AI requests, enhanc...

Paid-members only

AI Tools

Is Your AI Research Trustworthy? Why Source Quality is Key

In an age of quick AI answers, deep research remains essential for making informed decisions. This blog dives into AI's role in enhancing research depth and quality, spotlighting AI tools like Gemini and ChatGPT, which synthesize comprehensive insights from primary sources. The focus is on levera...

Paid-members only

AI Tools

How Safe is this Chrome Extension? Find out in seconds with AI

Worried about the safety of Chrome extensions? You're not alone. Despite strict store regulations, privacy concerns linger. Use AI to "x-ray" extensions, revealing data privacy pitfalls without coding skills. Follow our steps with an AI-powered Chrome extension and safeguard your online activity....

Paid-members only

Understanding LLM Tokens: A Deep Dive into Input and Output Capacities

Paid-members only

AI Tools

AI's Blind Spot: How Uncaptioned Images Hurt Your SEO & AI Analysis

How to Unban Users in LibreChat (MongoDB)

Paid-members only

Featured

AI-Powered UI Simulation: Visualize Your App Before You Even Build It

I've been exploring AI tools to "reverse-engineer" UIs, generating HTML-based "virtual screenshots" just by reading code. Using Gemini AI, I replicated app views without running them, opening avenues for tutorials, product previews, and UI animations. This innovative approach showcases AI's poten...

AI Tools

The MCP Revolution: How the Model Context Protocol is Transforming AI in 2025

The 2025 standout innovation in AI is the Model Context Protocol (MCP), revolutionizing AI interactions by connecting models to external tools and data sources. This shift enables AI systems like Claude and ChatGPT to engage in real-time data retrieval and multi-platform tasks, enhancing producti...

Paid-members only

Micro-SaaS: Making "Pay-Per-Task" AI Agents a Reality

Infrequently used digital services are often locked behind subscription models, leading to "subscription fatigue." As consumers grow weary of recurring fees for rare uses, innovative solutions like Micro-SaaS and the platform economy offer alternatives. By enabling pay-per-use access while mainta...