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24 November 2025
- 16:1116:11, 24 November 2025 diff hist 0 N File:7 AI Automations Every Ambitious.jpg No edit summary current
- 16:1016:10, 24 November 2025 diff hist +8,580 N The Truth Behind Selling AI Automations to Small Businesses Created page with "NOTES FROM A YT VIDEO 500px LINK: https://youtu.be/Luw5AlD6is8?si=wgSA-RI8Fhdh0zE1 Introduction The allure of building and selling AI automations to small businesses has been amplified by social media influencers promising lucrative returns with minimal effort. However, the reality of integrating sophisticated AI solutions into small business operations is far more complex. This article, inspired by insights from..." current
- 16:1016:10, 24 November 2025 diff hist 0 N File:The Truth Behind Selling AI Automations.jpg No edit summary current
- 16:0616:06, 24 November 2025 diff hist +3,010 N 50 AI Automations That Run Your One-Person Business (While You Sleep) Created page with "500px Most people still believe they need a team to scale their business. They think “automation” is for big tech companies with deep pockets. They’re wrong. In 2025, you are the team — and AI is your workforce. If you’re tired of trading time for money… if you’re exhausted from doing everything yourself — client work, emails, content, sales, admin — then it’s time to stop working in your business and start workin..." current
- 16:0416:04, 24 November 2025 diff hist 0 N File:50 AI Automations.jpg No edit summary current
- 16:0316:03, 24 November 2025 diff hist +5,876 N 5 AI Automations That Run My Life in the Background Created page with "500px Photo by Alber on Unsplash Years of automating repetitive tasks taught me one thing: “If your system still needs you, it’s not automated enough.” Let me explain. A year ago, I was drowning in notifications, notes, and daily scripts. I had Python scripts for everything cleaning files, parsing emails, scraping data but they all needed me to run them. Manually. That’s not automation. That’s procrastination disguised as..." current
- 16:0116:01, 24 November 2025 diff hist 0 N File:5 AI Automations.jpg No edit summary current
- 16:0116:01, 24 November 2025 diff hist +8,598 N 10 Human-in-the-Loop Steps for Safer AI Automations Created page with "500px Ten human-in-the-loop review steps to make AI automations safer: risk tiers, prompts, PII checks, rubric reviews, output gating, audit trails, and rollback. You want automation, not autopilot. The difference? A human who knows where the guardrails sit — and when to step in. Below are ten lightweight, high-leverage review steps you can weave into any AI workflow (n8n, Zapier, Airflow, FastAPI backends, custom agents). No burea..." current
- 15:5915:59, 24 November 2025 diff hist 0 N File:10 human in the loop.jpg No edit summary current
- 15:5815:58, 24 November 2025 diff hist +52 The Future of ERP Systems: AI, Automation, and Predictive Analytics No edit summary current
- 15:5615:56, 24 November 2025 diff hist +9,206 N The Future of ERP Systems: AI, Automation, and Predictive Analytics Created page with "The Shift from Reactive Records to Intelligent Action For years, ERP systems have been the backbone of enterprises, keeping records, tracking transactions, and connecting core functions. But in today’s volatile markets, that’s no longer enough. Traditional ERP systems excel at recording past events but struggle with real-time data processing and proactive decision-making. In a fast-changing environment marked by supply chain disruptions and shifting customer demand..."
- 15:5615:56, 24 November 2025 diff hist 0 N File:The future of erp.jpg No edit summary current
- 15:5415:54, 24 November 2025 diff hist +9,901 N How I Made My First $1000 from AI Automations With N8n (And Why You Should Too) Created page with "500px When I first started learning about AI automations, I’ll be honest, I was overwhelmed. There were so many tools, so many paid platforms, and everything looked like it required a team of engineers just to make sense of it. Then I stumbled across N8n, this open-source automation tool that people were quietly calling the Zapier for power users. At first, I didn’t really get what made it special. But once I started playing..." current
- 15:5215:52, 24 November 2025 diff hist 0 N File:How I made my first $1000.jpg No edit summary current
- 15:5115:51, 24 November 2025 diff hist +5,950 N How I Earned $754 in Passive Income with AI Automation (Without Creating New Content) Created page with "Let me guess — you’ve tried blogging, affiliate marketing, or content creation, and hit a wall. Maybe it felt like a full-time job with part-time returns. I’ve been there too. That was before I found a ridiculously simple way to generate passive income online without reinventing the content wheel. In this article, I’ll break down the exact automation strategy I use to convert YouTube content from popular AI communities into blog posts. These posts not only fi..." current
- 15:4915:49, 24 November 2025 diff hist 0 N File:How I Earned $754.jpg No edit summary current
- 15:4815:48, 24 November 2025 diff hist +5,281 N 4 AI Automations That Turn a Simple Side Project Into a Full Business Created page with "500px Photo by Jo Lin on Unsplash Most side projects die quietly. Not because the idea was bad. Not because the market was wrong. But because the builder (usually a solo developer like you and me) simply ran out of time. Support tickets, marketing, maintenance, docs, updates, user onboarding… The stuff no one talks about. The stuff that slowly kills your motivation until your “side project” is just a GitHub repo with drea..." current
- 15:4515:45, 24 November 2025 diff hist 0 N File:4 AI Automations.jpg No edit summary current
- 15:4515:45, 24 November 2025 diff hist +135 7 AI Automations That Make Marketing Agencies Obsolete No edit summary current
- 15:4415:44, 24 November 2025 diff hist +7,963 N 7 AI Automations That Make Marketing Agencies Obsolete Created page with "So, my sister guilt-tripped me into hiring my nephew, Chad. 🤪 (Yes, his name is actually Chad). He was meant to be my “social media manager” for a new side project. His rate? $500 a month. His actual work? He posted three (3) “live, laugh, love” graphics, one blurry photo of his cat, and a “Happy Friday!” GIF. In a month. I was paying $500 for work a drunk monkey could do with a stolen iPhone. 🤦♂️ I fired him (over text, because I’m a cowa..."
- 15:4315:43, 24 November 2025 diff hist +6,305 N How to Build AI Automations for FREE — n8n Tutorial for Beginners Created page with "No need for paying for expensive automation tools 500px Maybe you just want to create your own smart workflows in business or your personal life, without needing special tech skills? Let me show you how I got started with n8n — an incredible open-source automation tool that gives you all the flexibility of pricey platforms (like Zapier) but without the hefty subscription. Trust me, it’s easier than you might think,..." current
- 15:4315:43, 24 November 2025 diff hist 0 N File:How to Build AI Automations for FREE.jpg No edit summary current
- 15:4215:42, 24 November 2025 diff hist 0 N File:N8n.jpg No edit summary current
23 November 2025
- 19:5819:58, 23 November 2025 diff hist +4,622 N The Decorator pattern: an easy way to add functionality Created page with "500px Photo by Thomas balabaud: https://www.pexels.com/photo/framed-photo-lot-1579708/ The Decorator pattern can be used to dynamically alter or add functionality to existing classes. This pattern is often more efficient than subclassing because it relieves us of the need of defining a new object. So, what does it look like? 500px To decorate a certain class the following steps must be taken: *..." current
- 19:5719:57, 23 November 2025 diff hist 0 N File:Decorate certain class.png No edit summary current
- 19:5519:55, 23 November 2025 diff hist 0 N File:The Decorator pattern.jpg No edit summary current
- 19:5419:54, 23 November 2025 diff hist +8,649 N Option combinators Created page with "Incase you missed yesterday’s writeup where we covered Modules. You can check it through the link below. Modules I missed publishing yesterday’s writeup but here we are. If you missed our discussion on smart pointers check it out… medium.com Rust’s Option type is crucial to its safety guarantees, letting us explicitly handle cases where a value might be Some(T) or None. Earlier on we had seen the basics of Option, like how it replaces null pointers with a..." current
- 19:5219:52, 23 November 2025 diff hist +1,935 N RustWasm to Be Archived Created page with "500px If their’s one thing the Rust team has been really good at its always catching as off-guard with announcements. Last week Alex Crichton from the Compiler team announced they’re archiving the Rust and Web Assembly GitHub org, which feels like a bittersweet breakup. The rustwasm GitHub org, once the cool kid of Rust’s WebAssembly scene, is getting the boot by September. After five years of radio silence, the Rust and WebA..." current
- 19:5019:50, 23 November 2025 diff hist 0 N File:RustWasm to Be Archived.jpg No edit summary current
- 19:4919:49, 23 November 2025 diff hist +8,879 N Modules Created page with "I missed publishing yesterday’s writeup but here we are. If you missed our discussion on smart pointers check it out below. Smart Pointers Yesterday we covered Closures, why they are important and edge cases to watch when working with them. If you missed it… medium.com Rust’s module system is just about organizing your code into logical, reusable pieces. Think of it like organizing a messy toolbox, sockets in one drawer, wrenches in another, and screwdrivers neat..." current
- 19:4719:47, 23 November 2025 diff hist +13,414 N Smart Pointers Created page with "Yesterday we covered Closures, why they are important and edge cases to watch when working with them. If you missed it check the link down below. Closures Yesterday we covered Error Handling with ?, if you missed it i’d suggest you check it out first. medium.com Rust’s ownership model is its secret sauce for memory safety, but sometimes you need more flexibility than raw ownership provides. That’s where smart pointers come in, they’re like specialized tools th..." current
- 19:4219:42, 23 November 2025 diff hist +7,639 N Mastering the Deref Trait in Rust: Patterns, Pitfalls, and Practical Use Created page with "500px One of the less visible but incredibly useful features of Rust is the Deref trait. If you've used Box, Rc, or Arc, you've already relied on it, even if you've never written an implementation yourself. Deref allows smart pointers and custom wrapper types to behave like references to their inner values. This enables ergonomic code, eliminates boilerplate, and ensures seamless integration with existing APIs. Despite its..." current
- 19:4119:41, 23 November 2025 diff hist 0 N File:Mastering the Deref Trait.jpg No edit summary current
- 19:3919:39, 23 November 2025 diff hist +12,673 N 14 Rust Concepts Every Developer Should Master Created page with "Rust has consistently been voted one of the most loved programming languages, and for good reason. Its focus on memory safety, performance, and concurrency without a garbage collector makes it a powerful choice for everything from systems programming to web development. 500px However, Rust’s unique approach to these problems can feel daunting at first, especially if you’re coming from languages with different paradigms. To truly unlock..." current
- 19:3619:36, 23 November 2025 diff hist 0 N File:14 Rust Concepts.jpg No edit summary current
- 19:3519:35, 23 November 2025 diff hist +12,804 N Closures Created page with "Yesterday we covered Error Handling with ?, if you missed it I’d suggest you check it out first. Error Handling with ? Today we’ll be talking about error handling in Rust, specifically the `?` operator, in a way that feels practical and… medium.com Imagine you’re writing a web server that processes user requests. Each request needs to be handled based on some condition, like checking if a user is logged in. Instead of writing a separate function for every possi..." current
- 19:2919:29, 23 November 2025 diff hist +11,931 N Error Handling with ? Created page with "Today we’ll be talking about error handling, specifically the `?` operator, in a way that feels practical and grounded in real-world scenarios. If you missed yesterday’s piece on Generics, you can check it out below. Generics The days are flying by, it’s already day 22! Yesterday, we discussed Traits, and if you missed it, you can catch up… medium.com Rust’s approach to errors is one of its standout features, it’s designed to make your code safer and more p..." current
- 19:2619:26, 23 November 2025 diff hist 0 A Guide to Flexible & Easy Thread-Safe Rust: Unveiling the Multiton Pattern for Efficient Lazy Initialization No edit summary current
- 19:2619:26, 23 November 2025 diff hist +15,720 N A Guide to Flexible & Easy Thread-Safe Rust: Unveiling the Multiton Pattern for Efficient Lazy Initialization Created page with "500px The Singleton may be one of the most familiar design patterns. However sometimes it is necessary not have just one object of a certain type in your program, but several. That is when the Multiton comes in. The Multiton simply looks like this: 800px The Multiton basically manages a number of instances of an object, usually stored in a dictonary or a hashmap which can be retrieved using a key, usually..."
- 19:2319:23, 23 November 2025 diff hist 0 N File:Multiton.jpg No edit summary current
- 19:2319:23, 23 November 2025 diff hist 0 N File:A Guide to Flexible & Easy.jpg No edit summary current
- 19:2119:21, 23 November 2025 diff hist +10,288 N Traits Created page with "In our previous writeup, we looked at Lifetimes and their importance in Rust. If you missed it, you can check it out below. Lifetimes Yesterday we looked at Slices and their nitty-gritties, I’d suggest you check it out below. medium.com In Rust, a trait is a way to define a set of methods that types can implement. Think of it as a blueprint for behavior. If you’ve worked in other languages, traits are somewhat akin to interfaces in Java or protocols in Swift, but..." current
- 19:1919:19, 23 November 2025 diff hist +97 Tree Borrows Just Landed No edit summary current
- 19:1919:19, 23 November 2025 diff hist +3,583 N Tree Borrows Just Landed Created page with "500px Hello, Rustaceans Hope you had an awesome and productive week last week. Let’s roll! In this issue, we’ll discuss the recently published Tree Borrows paper, present you a Rust quiz, spotlight an amazing Rust project, and share ten (10) incredible links of the week. Here’s issue 76 for you! THE MAIN NEWS Tree Borrows Just Landed 🦀 While we were still enjoying the shiny new features that released on crates.io, th..."
- 19:1819:18, 23 November 2025 diff hist 0 N File:Tree Borrows Just Landed.jpg No edit summary current
- 19:1719:17, 23 November 2025 diff hist +12,199 N Building KITT: Kafka Implementation Throughput Tool, the Knight Rider Way Created page with "500px From tangled rate discovery to an elegant, self-balancing system, this is the story of how a Kafka benchmarking tool matured into a reliable and insightful performance probe. The Problem to Solve The core objective was straightforward yet technically nuanced: determine the maximum sustainable throughput a Kafka broker can maintain without accumulating an unmanageable backlog. The goal extended beyond raw throughput numbers — it also..." current
- 19:1719:17, 23 November 2025 diff hist 0 N File:Building KITT.jpg No edit summary current
- 19:1319:13, 23 November 2025 diff hist +8,881 N Lifetimes Created page with "Yesterday we looked at Slices and their nitty-gritties, I’d suggest you check it out below. Slices Yesterday we checked out Loops in-depth and other niceties around them, if you missed it, I’d recommend checking it out… medium.com Rust’s ownership model is all about ensuring memory safety at compile time. Lifetimes are a key part of this, specifying how long references are valid. Think of them as the compiler’s way of tracking the “lifespan” of a borrowed..." current
- 19:1119:11, 23 November 2025 diff hist +11,213 N Easy Abstractions: Mastering Abstract Factory Design Pattern in Rust Created page with "500px Photo by Pixabay: https://www.pexels.com/photo/low-angle-shot-of-manufacturing-plant-under-blue-sky-257700/ The Abstract Factory Pattern is a way to group the creation of related objects, like products of a certain brand or make by building a common factory interface. If this all sounds abstract, a picture can help: 500px A short breakdown: * All the factories have a common interface called Abstra..." current
- 19:0719:07, 23 November 2025 diff hist 0 N File:Abstract factory.jpg No edit summary current