I made Prism, a free and open-source alternative to IDM (Internet Download Manager)
Hey! I'm 16 and I've been building Prism, a download manager like IDM. It's free, open source (MIT), and has no ads and no account. What it does: Sp…
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A Black-Box QA Checklist for Text-Image Font Generators
Font generators look simple from the outside: enter text, choose a style, click generate. That simplicity is exactly why their failure states are ea…
Building Better RAG
Most RAG systems that disappoint in production fail at retrieval, not generation: the model answers well from the wrong context, or from none at all…
Pylerium IDE
Pylerium local operations Open-source on GitHub: Pylerium Guides & Previews · Detailed authoring guides: Workshop and terminal · Plugin builder…
I Explored AI Software Factories and Realized That Faster Coding Doesn't Mean Faster Software Delivery!
I got interested in the AI Software Factory concept because it asks a much bigger question than “How can I write code faster?” It asks how AI agents…
ImageToSketch
Work in progress (v0.2.0-wip, built 2026-10-03 13:10). The tracing library is tested against simulated images with known geometry. The FreeCAD side…
Model Collapse Isn't New, Nor Is It Specific to AI
We've all heard the usual complaint, that AI just remixes open-source code it was trained on. That's true, and it's been argued to death, but someth…
AI Hospital Workforce Management: How Intelligent Systems Are Reshaping Staffing and Resource Planning
Hospital staffing is not simply a scheduling problem. A hospital has to balance patient demand, staff availability, clinical skills, shift rules, ov…
A customer maintenance form in Uniface 10, part 4 - the platform already had optimistic locking, I just made the error message worse
The customer form from [parts 1-3] does CRUD, validates, searches, warns about duplicates and has a tested service behind it. The next item on the l…
The Rise of AI Coding Agents: From Code Completion to Autonomous Software Engineering
Software development is entering a new phase. For years, AI coding tools were primarily focused on autocomplete, code generation, and answering prog…
Processing video in the browser without ffmpeg.wasm: WebCodecs + MediaBunny, 95s 9s
If your browser-based video tool feels slow, the model probably isn't your problem — the pipeline is. We run ClearPix, a set of free in-browser medi…
Multilingual Ghost CMS Blog: 4. Making Tag Pages Multilingual
Let's go to the news tag page. https://{host}/tag/news/ If you open that tag page, it shows everything: Korean posts (#ko: ko news1, ko news2), Engl…
From Raw Data to Business Decisions: Cleaning and Modeling JCars Logistics Sales Data in Power BI
The Brief JCars Logistics imports and sells vehicles across Kenya. I was handed a raw, deliberately messy 276-row sales dataset and asked to turn it…
Why My Audit Agent Needed Hindsight, Not More Prompts
A dark-pattern detector can find a suspicious button today. The harder problem is making sure it remembers why a human reviewer said that button was…
From "answer" to "Remember": building the farm memory loop
Introduction Farmers often deal with changing conditions from one field visit to another. A useful observation made today can become important sever…
ACH Return Codes Explained: R01–R85 and How to Handle Them in Production
ACH Return Codes Explained: R01–R85 and How to Handle Them in Production Why ACH Return Codes Matter to Your Payout System When a payout fails, the…
A Technical Deep Dive into Enterprise AI Agents and Conversational Automation
Artificial intelligence is moving beyond simple chatbots and question-answering systems toward AI agents capable of reasoning, orchestrating workflo…
When Cheap isn't cheap anymore.
During my time in my previous company, I've learned a lot, but here are two: (1) New APIs aren't always the right fit - diffable data source is grea…
Code Review in the Age of AI: Is Manual Review Still Enough?
Introduction Software is being built faster than ever. AI assistants can scaffold a feature in minutes, leading to more pull requests, larger diffs,…
Monorepo vs Polyrepo: What Actually Matters When You’re Building at Scale
The repository strategy is not really a Git decision. It is an architecture, ownership, and team-boundary decision. When a team starts building mult…
Handling File Uploads in Web Apps: Best Practices Every Developer Should Know
File uploads are one of those features that seem simple on the surface but quickly become complicated in real-world applications. Whether you're bui…
The Real Solo-Founder Leverage Is in the Stack
These articles come from lessons learned while building Eterna Clarity and the operating system I use to run it. If I listed the software and AI sys…
AI Demo vs Operations System: Why a Prototype Is Not Your System of Record
AI Demo vs Operations System: Why a Prototype Is Not Your System of Record Originally published at: https://xameon.com/resources/ai-demo-vs-operatio…
TraceEagle: Construct & Replay Captured Requests, Edit & Resend, Dynamic Value Signing
Request Construction and Replay This article teaches you to modify a captured request and send it again , or to hand-craft a request from scratch an…
What Is a Polyglot File? How Can One File Be Valid as Multiple File Formats?
You upload one file. The upload validator inspects the bytes and says: "That's a JPEG image. Safe to accept." Later, a different component in the sa…
Help Us Build an Open, Offline Hands-Free Desktop
YazSes started with a simple idea: Hold a key, speak, and have your words typed into almost any desktop application — locally, without sending your…
The Software Dev's Primer on RobStride Motors for Robotics
One obvious difference between robotics and other types of software engineering is the fact that hardware and the physical world are the core of the…
The Tragedy of Software Versioning
Software versioning goes far beyond SemVer. A practical guide to CalVer, marketing versions, lockstep releases, pain indexes, and compatibility wind…
Before You Move the Robot, Prove You’re Talking to the Right Robot
Recently, I was asked a pretty simple question: What would you check before sending the first movement command to a Dobot Magician running through R…
How CIDS Should Handle Conflicting Security Signals.
A behavioral security system rarely receives perfectly consistent evidence. Imagine one session produces: Network Signal → unusual request pattern I…