TrendPulse

Par Jacques Gariépy • Guide technique, retour d'expérience, dépannage Windows pas-à-pas et utilisation Web & CLI. Table des Matières Introduction & Architecture Globale Pourquoi ce Setup ? (RTX 3090 24 Go + UD-Q4_K_XL) Comment Obtenir & Générer vos Clés d'Accès Dépannage & Installation d'Unsloth Studio : Le Bug SSLKEYLOGFILE Installation & Compilation de DeepSeek Harness Démarrage du Serveur Local Haute Performance (llama.cpp CUDA 13) C...

If you have generated a pure tone in code and played it back, you may have noticed a small click at the start, the end, or both. The tone itself is clean, but the edges are not. That click is not a bug in your sine wave. It is a real and well understood artifact, and the fix is a technique you will reuse in every sound you ever synthesize: an envelope. This piece builds directly on generating a basic tone from scratch . We take a tone that clicks, look at the actual sample values to see why,...

The Day I Realized I Wasn't Building Apps For years, I thought I was building apps. That's what I called them anyway. A scheduler. A job bot. A healthcare platform. An AI project. A content tool. A browser automation system. Looking at my GitHub, they seem completely unrelated. Honestly, that's something I've worried about before. I have over a hundred repositories. If someone spends thirty seconds scrolling through them, I can imagine them thinking: "Wow....

title: Why I left Warehouse out of our Fabric deployment scope published: true tags: microsoftfabric, datawarehouse, cicd, devops Our Fabric deployment pipeline handles sixteen item types. Warehouse is not one of them, and that was deliberate. DEFAULT_ITEM_TYPES = [ " DataPipeline " , " Lakehouse " , " Notebook " , " SemanticModel " , # "Warehouse" is intentionally excluded. Warehouse schema deployment must # be handled separatel...

🌐 Network Devices Explained The Foundation Every Cloud & DevOps Engineer Needs Series: Networking Fundamentals for Cloud & DevOps — Part 1 of 6 Before VPCs, subnets, route tables, and security groups make sense, you need to understand what's happening beneath them. This series builds that foundation — starting with the devices that make networks work. Why Networking Before Cloud? I hit a wall during my AWS VPC sessions. Route tables, subnet...

One authoritative engine, two seat-locked MCP servers, three best-of-threes, and a 3-millisecond whodunit The matches are real: Codex CLI ( gpt-5.6-sol ) against Claude Code (Claude Opus 5), both playing through the same rules engine. Every number below was recomputed from the raw run.json and both session logs, and every game replays deterministically from its seed. Quotes from the agents are verbatim from decision-time records. None of this is a general model ranking. I wired Code...

The Sliding Window pattern is one of the most vital algorithmic techniques for optimizing array and string problems. Instead of repeatedly processing overlapping subarrays - which leads to brute-force quadratic O(N^2) or O(N*K) complexities, the sliding window technique reuses previous computations to achieve linear time complexity $O(N)$ . In this guide, we will break down the mechanics, core variations, identification rules, real-world applications, and a curated list of 18 LeetCode prob...

Like many developers, designers, and digital marketers, my Instagram "Saved" collection had turned into a digital graveyard with over 5,000 bookmarked posts, reels, and carousels. The native Instagram web app offers virtually zero productivity tools: ❌ No full-text search across captions or hashtags ❌ No way to extract individual slides from carousel photo dumps ❌ No offline preservation (if a creator archives a post, it disappears forever) ❌ Existing web downloaders ask for account...

There is a moment in every high-stakes environment when something goes completely, objectively wrong, and the only viable response is to keep working. In my case, it was a pantry clerk who walked into the dry storage room carrying a stack of boxes, clipped a fire sprinkler head, and discharged what I can only describe as an impressive quantity of initially greasy water across an active commercial kitchen. We were told to continue service. It took four hours for the sprinkler system technician...

When I first got interested in cybersecurity, I thought it was all about tools. Nmap, Metasploit, Wireshark, Burp Suite. I downloaded them all, watched tutorials, and felt like a hacker. But the first time I tried to customize a scan or parse a weird log file, I hit a wall. I didn't know how to code. And in cybersecurity, that's like trying to be a chef without knowing how to use a knife. This article is for people who want to move beyond clicking buttons. Whether you're a beginner deciding w...

Artificial Intelligence in 2026: From Companion to Infrastructure Artificial Intelligence has moved from being a futuristic concept to an everyday companion in software development. In 2026, the landscape is defined by rapid innovation, fierce competition, and unresolved challenges around governance, sustainability, and labor. Developers today are navigating both unprecedented opportunities and complex risks. Industry Dominance Over 90% of notable AI models now originate f...

The Quest Begins (The "Why") I still remember the first time I tried to add login to a side‑project. I’d read a tutorial that said “just store a token in localStorage and you’re good,” slapped together a few fetch calls, and called it a day. A week later I got an email from a user: “Hey, I can’t log out, and someone else seems to be using my account.” My heart sank. I realized I’d bolted a flashy lock onto a screen door — it looked secure, but anyone with a screwdriver could walk right in. ...

Comments

Comments

Comments

Comments

Comments

Comments

Github has been down consistently over the last few months - does it make sense to switch to alternatives now? When do you think majority will switch?

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...