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muhammadfarhan.dev • 2 days • in Articles • 4 min read
15 Free Frontend Tools Every Developer Should Know in 2026
Introduction When I started learning frontend development, I thought I needed expensive software to build things that looked "professional." Turns out, that's completely false. Some of the best frontend tools out there are free — and a lot of deve...
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Joshua Thuo • 1 day • in Articles • 6 min read
Use geopy to calculate the distance between two points
2 Reactions 1 Comments
Sabi Mantock • 1 day • in Articles • 7 min read
From "I Understood Nothing" to Building a RAG App
4 Reactions 1 Comments
tuni56 • 1 day • in Articles • 6 min read
The Art of Cloud Survival: The Day Monitoring Failed First
3 Reactions 1 Comments
Ken W. Algerverified • 1 hour • in Articles • 3 min read
The Supply Chain Guardian
Provenance, Logistics, and the Unbroken Chain Our last post on a Pivot Engine identified a 96 hour window to move 20 tons of Riesling into the culinary market. The decision is made and the tractors are out. But as soon as those grapes leave your gat...
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nevmenandr • 2 hours • in Articles • 3 min read
Your Dataset Is Your Foundation. Have You Checked If It's Crumbling?
Or why Wikipedia is the perfect Data Quality testing ground not just for linguists Every developer who has ever scraped Wikipedia for an NLP task thinks: "It's human-written text. That means the dataset is balanced, natural, and ready to feed into ...
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Tom Smithverified • 1 day • in Articles • 3 min read
Sophos Fusion Automates 52% of Ransomware Response as Identity Attacks Hit 79%
Sophos is launching a new security architecture built around a problem its own data just confirmed: identity, not software vulnerabilities, is now the primary way ransomware gets in. The company's 2026 State of Ransomware report, released today alon...
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AYANFE • 3 hours • in Articles • 3 min read
Understanding PersistentVolumes (PV) and PersistentVolumeClaims (PVC)
Today I learned one of the most confusing Kubernetes concepts for beginners: PersistentVolumes PV and PersistentVolumeClaims PVC. At first, my PVC refused to bind and stayed in the Pending state. After some troubleshooting, I finally got everything ...
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Patience Sitati • 3 hours • in Articles • 9 min read
I Built a Waitlist with Waitly. The README Made It Look Easier Than It Was
A build log for future-me—and for the next person who does not want to discover every missing step through a series of 500 errors. It looked like a 10-minute setup I am working on a product that I am not ready to talk about publicly yet. Before la...
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Patience Sitati • 3 hours • in Articles • 5 min read
Claude Code Ate My Storage, So I Asked Claude Code to Fix It
I knew AI tools and development work could take up storage, but using Claude Code ran through my space faster than you can say "go." I started using Claude Code in the terminal in April, and honestly, it has been helpful. It helps me fix bugs faster...
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strange-developer • 4 hours • in Articles • 4 min read
How to Measure the Revenue Impact of Security Hardening Projects with a Simple Formula
One of the main challenges that leaders face when pitching a security hardening project is putting a quantifiable value on it to justify the budget to their partners and shareholders. While compliance and regulations do incentivize investing in secu...
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kungfufk • 4 hours • in Articles • 8 min read
Social Value Dependency Model: Common Sense, Rule-Set Overlap, and the Cost of Externalized Value
> STATUS: SAMPLE / ILLUSTRATIVE MODEL — NOT EMPIRICALLY VALIDATED > This extends the wave/energy series to a new domain: person-to-person variation in "common sense," how overlapping rule-sets produce shared social consciousness, and what happens wh...
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acel • 5 hours • in Articles • 8 min read
How I Moved Real-Time Out of Django (and Made Everything Simpler)
Your users want live updates: an order flips to paid, a notification pops, a dashboard number ticks up without a refresh. The obvious answer in Django is Channelshttps://channels.readthedocs.io/. I reached for it first too. But as our scale grew, the...
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acel • 5 hours • in Articles • 6 min read
How I Built a "Set It and Forget It" Sync System with Django Signals
Change a product's price anywhere in your app, and it instantly syncs to a third-party marketplace. No manual triggers, no polling, no fragile save overrides. Here's the signal pattern that powers it. The Problem In our app, a product's name or pr...
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amanwebsolution • 7 hours • in Articles • 1 min read
WooCommerce B2B and Wholesale Features: What They Cost and How They Work
WooCommerce B2B/Wholesale: Setup Notes Quick reference for adding wholesale functionality to an existing WooCommerce store without a full rebuild. Most B2B requirements map to a small set of patterns: a separate wholesale user role for pricing visibi...
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Makansgreat • 7 hours • in Articles • 10 min read
Secure VM Access Without Public IPs: A Beginner's Guide to Azure Bastion Service for Secure And Efficient VM Access
Introduction Securely managing virtual machines is one of the major challenges of cloud engineering. Generally, administrators use SSH for Linux VM and RDP for Windows for accessing Azure VMs via public IP addresses. This is a good approach but expos...
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Makansgreat • 7 hours • in Articles • 7 min read
Deploying My First Ubuntu Virtual Machine on Microsoft Azure: SSH Access, Apache2 Installation, and Web Server Configuration"
Introduction Microsoft Azure Virtual Machines VMs provide scalable cloud computing resources that allow users to deploy and manage operating systems in the cloud. In this project, I created an Ubuntu 22.04 Virtual Machine in Azure, connected to it u...
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elysianx • 8 hours • in Articles • 4 min read
Understanding Backpropagation with micrograd — Principles, Intuition, and Pitfalls I Ran Into
> I had heard about backpropagation many times, but I never really understood how it actually worked. When someone asked me what backpropagation was, all I could say was, "It's how neural networks learn… I guess?" > I'd seen the formulas, I knew the...
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Aether-Intel • 8 hours • in Articles • 5 min read
Inside the sHUMINT Methodology: Part IV — Attribution of AI attacks
Part I introduced the four pillars of Synthetic HUMINT: behavioral profiling, probing, consistency testing, and attribution. Part II built the baseline the stable habits that make up a model's behavioral signature. Part III showed what happens when y...
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Max-B • 9 hours • in Articles • 1 min read
From Code to Compliance: Why a Senior Developer is Switching to GRC (and What I'm Learning)
For over two decades, my career has lived at the intersection of logic and persuasion. I started as a software developer, diving deep into the architecture of systems. Later, I moved into B2B and B2C sales, learning how to sell value, manage stakeho...
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