TrendPulse

Some of the most dangerous native failures are produced by programs that appear to be working correctly. The cryptographic operation returns the right ciphertext. The parser rejects malformed input. T

A smartwatch can tell you that your heart rate is 78 beats per minute, that you've walked 6,421 steps, or that you slept for 7 hours last night. All of these numbers appear simple on the screen, but b

Here's something that most Kubernetes tutorials won't tell you: most engineers can run kubectl expose. Fewer than 10% understand what happens when they do. I've debugged Kubernetes networking issues a

The first thing many engineers want to do when they inherit a legacy codebase is change it. And I understand the impulse. You open a class that's 1,500 lines long. There are database calls mixed with

Odoo is an open-source enterprise resource planning (ERP) platform that helps businesses manage operations such as sales, customer relationship management (CRM), inventory, accounting, human resources

Every system, at some point, ends up with a function that nobody wants to touch. It starts small: a simple validation check, an if statement here, another there. Then requirements grow and more condit

Cloud computing has changed how organisations build, deploy, and scale applications. Businesses can launch new services in minutes, expand into new markets, and reduce the cost of maintaining physical

Most of the data you work with is really about relationships. A customer belongs to an account. An incident affects a service. An engineer owns a repository. You store all of that in tables, and for a

This book is a capability-led field guide to the architectures that make modern AI agents actually work. It includes code, failure modes, and illustrative composite case studies for every pattern. Abo

Building a basic AI demo with a single completion prompt and simple RAG pipeline is easy, but taking agentic systems into production requires robust system design, reliability engineering, and failure

Learning Data Structures and Algorithms (DSA) often feels like facing an challenging wall of complex jargon, syntax, and heavy mathematics. But don't worry because we just posted a course on the freeC

High-level machine learning libraries like PyTorch and TensorFlow make training intelligent agents straightforward, but relying on modern frameworks often hides the complex mechanics working under the

React is great at many things. But if you've ever tried pushing thousands of data points per second through it, you'll quickly learn that React isn't a firehose. It's more like a garden hose. Try forc

Earlier this year, I published Decoupling Material and Cupertino in Flutter, which covered what was then a preview feature: Flutter's plan to separate the Material and Cupertino design libraries from

A website can look polished, work perfectly with a mouse, and still be difficult for some people to use. A form might use colour as the only indication that something went wrong. A sticky header might

I maintain my own website, and every now and then I upgrade the site to a new version. And I frequently experiment with different technologies and architectures while doing so. Recently, I faced an is

In this tutorial, I’ll show you how to scale LLM inference for AI agents using vLLM. I'll help you build an intuition for how LLM inference works, explore why agent workloads create GPU scheduling and

Whenever you see a query nested inside another query in SQL, that's a subquery. A subquery is also known as an inner query while the one that contains it is called the main or outer query. Subqueries

You ask a coding agent for a new endpoint, and ninety seconds later you have a working endpoint. Then you read the diff, and you find that it pulled in a validation library that's not in your package.

What is everyone building these days? Drop your side project below and tell us what it does I’ll start I’m building eyondo , an AI platform for creating images and videos, editing images and videos, and generating audio It has more than 40 image and video models I’m open to any criticism or feedback Your turn!

​ While learning about AI Agents, I was practicing Prompt Engineering and experimenting with different AI tools. I started creating images and designs just for practice. Over time, I realized that I could actually create designs that businesses could use for their advertisements. Then something happened that was simple, but really meaningful to me: I created a design for someone and earned my first 200 EGP from a skill I taught myself. 💰 The amount isn't huge, but the experience...

I fast 16:8 and I've cycled through several fasting apps over two years. What pushed me out each time wasn't a paywalled timer — most of the big ones do give you that free. It was the ads in a health app, and pricing that turns out to be quiz-dependent rather than fixed. One of the largest says on its own site that the price varies with what you choose during signup; another lists ten different price points across four tiers. So I built Halfday with one price and no quiz. The timer, the fastin...

So you Upload 1–3 designs. It creates new posts in the same style and everything is fully editable on the canvas. No need for Canva Magic Layers. No fighting with AI-generated images on prompts. Watch this quick demo that I recorded. Pls share your feedback too!

Figured I'd introduce myself first. I'm the founder and CEO of an AI startup in the construction space. We're building software that helps construction teams make sense of messy project data and automate a lot of the repetitive work that slows projects down. We're currently raising our Series A, so I’ve been spending much time thinking about pitch decks lately. The thing is, all we got was my linkedin page, in which I already had almost everything I needed, such as years of experience, previou...

For people who have tried to turn an idea into something real, what was the hardest part? I'm curious about people's actual experiences starting or creating something from scratch, whether it was a business, creative project, product, book, app, or anything else. What part of the process was most difficult for you? What did you try when you got stuck? Was there anything you wish you had known earlier? Did you ever decide to get outside help? If so, what made you decide it was worth pa...

Made a proof-of-concept this weekend — a script that detects the date and swaps your site's colors/banner/decorations for whatever holiday is coming up (Halloween, Christmas, BFCM, Valentine's so far), then reverts automatically when it's over. Demo here, no signup needed, just click through the holidays: https://matthewmigs.github.io/holidayify-demo/ Genuinely asking before I build more: is this a real pain point for anyone else, or something you'd rather just do by hand? What holidays wo...

Tomorrow I'm flying to Krakow with my partner, and on every trip we take, we always hit the same wall: dozens of WhatsApp messages (mostly memes), PDFs scattered in the gallery, and standing on the street arguing about where to eat because the place we found on Maps is closed. ​I work in software development, so I decided to scratch my own itch and built a tool called Trively to centralize everything for the group. ​I focused on a few core things: ​Real-time sync: If someone adds a museum,...

A few years ago I got a diagnosis that changed how I understood myself, and I realized I'd spent a long time not having the language to describe what I was actually feeling. For a workshop I was part of, I built an interactive version of Plutchik's Wheel of Emotions to help with exactly that. How it works: optional breathing exercise to start, then you move from the inner wheel to the outer wheel narrowing down your emotion, and land on a results page you can save or share with a therapist/coa...

Trovy: for the well-organized dragon. - Photograph your things. Trovy files them by room, closet, and box. - Lost something? Search. It tells you which drawer. - Fire, flood, or a barbarian raid? Export your full inventory for the claim. AppStore: https://shipswift.app/trovy

I recently launched my first Android app, Dopamine Tracker , which helps people reduce mindless scrolling and screen time. The app is live on Google Play, but I'm trying to grow it organically rather than immediately spending money on ads. So far I'm thinking about: Reddit communities X/Twitter content and replies Short-form videos ASO SEO/content For those of you who have successfully grown a mobile app organically: What actually worked for you? I'm especially interes...