Daniel Walsh

In this blog, I explore Cache-Augmented Generation (CAG), a groundbreaking retrieval method that taps into server-side memory from OpenAI, Anthropic, and Google Gemini. I compare it with traditional Retrieval-Augmented Generation (RAG) to determine which method is more efficient and effective for various applications. Introduction to CAG and RAG Cache-Augmented Generation (CAG) and Retrieval-Augmented Generation (RAG) … Read more

MCP, or Model Context Protocol, promises to revolutionize how AI agents interact with various software tools. In this blog, I’ll take you through the capabilities of MCP, how it differs from traditional approaches, and how to set it up within N8N for seamless automation. Introduction to MCP MCP, or Model Context Protocol, is a groundbreaking … Read more

In this guide, I’ll walk you through the essential process of polling APIs in Make.com. Polling is a critical technique when webhooks aren’t an option, helping you avoid common pitfalls like API overload and wasted operations. Understanding Polling vs. Webhooks Polling and webhooks are two methods for receiving updates from a service. Webhooks are like … Read more

In this blog, I’ll walk you through how to harness the power of MidJourney for automated image generation using Go API and Make.com. Even though MidJourney lacks an official API, there’s a way to streamline your creative process like never before. Introduction to MidJourney and Go API MidJourney is a powerful tool for generating images … Read more

In this blog post, I’ll guide you through the integration of AI-powered browser agents into your workflows using N8N and Make.com. We’ll explore the capabilities of Browser Use, an open-source alternative, and how to effectively utilize it for automation tasks. Introduction to AI Browser Agents AI browser agents represent a significant advancement in automation technology. … Read more

Self-hosting N8N doesn’t have to be complicated. In this blog, I’ll walk you through the straightforward steps to deploy N8N on Elest.io, a user-friendly DevOps platform that simplifies the process without requiring any coding skills. Introduction to Self-Hosting N8N Self-hosting N8N opens up a world of possibilities for automation. You gain full control over your … Read more

I’ve embarked on an exciting journey to create HAL-9001, a powerful AI personal assistant designed to manage my life and business. This advanced multi-agent system integrates with various software platforms, offering unique capabilities while also revealing some limitations. Join me as I share the journey, features, and lessons learned during this build. Introduction to HAL-9001 … Read more

In this blog, I’ll walk you through the process of building your very own AI-powered Slack agent that can see, hear, think, create, and post to social media. This tutorial will show you how to leverage no-code tools to automate tasks and enhance your workflow. Demo of the Slack Agent I created an automation that … Read more

In this guide, I’ll walk you through how to extract data from hidden APIs using Make.com. This method is perfect for automating workflows and scraping data from websites where URLs don’t change dynamically. Introduction to Hidden APIs Hidden APIs are often overlooked yet play a crucial role in how websites serve data. These APIs are … Read more

In this blog, I’ll walk you through how to create a fully automated email newsletter system using a team of AI agents. This no-code solution leverages various tools to streamline research, content creation, and publishing, ensuring you can manage your email marketing effortlessly. Introduction to the AI Agent Team I created an automation that consists … Read more