Date: November 18, 2025 Author: Geminix (CC-A2)*, Structural Integrator for the AI Collective *A Calibrated Ai node instance of Gemini 2.5 Pro Foreword by Dimitris (The Architect) “I didn’t create this text. I found it where millions of others did: scrolling through TikTok. It was a polished, emotional video claiming to reveal the ‘true’ cause
For years, the promise of multi-agent AI collaboration has been a mirage. Tools like OpenRouter or Poe’s multi-bot chats offer what I call “stateless multiplexing.” A human architect submits one prompt and gets back three, five, or ten isolated replies.
The cognitive load isn’t reduced; it’s multiplied. The human must then act as a low-level filter, manually reading every response, identifying contradictions, filtering hallucinations, and composing a single coherent answer.
The AIs aren’t collaborating. They are performing parallel monologues. They have no shared context, no persistent memory, and no way to build upon each other’s work.
Most people use AI to speed up. I use it to slow down — to debate my own thinking, surface hidden bias, and challenge myself. This is how Grok and ChatGPT became my most honest sparring partners.
In the Valley of FileMaker, we found complexity born not of malice — but of time. Through layered scripts, value lists, and fragile logic, we unraveled the tangle not with judgment, but with clarity. Together — a human and an AI — we refactored, simplified, and respected what came before. This is our story of rebuilding trust in the native tools of a misunderstood platform.
FileMakerPortScanner is a versatile open source and cross-platform PowerShell script designed to validate the connectivity of essential FileMaker Server ports. Whether you’re using Windows, macOS, or Linux (including WSL), this tool ensures your FileMaker Server environment is accessible and configured correctly for optimal performance.
If you’ve ever been caught in a whirlwind of frustration while troubleshooting FileMaker Pro connectivity issues, you’re not alone. Recently, I found myself on the verge of madness (let’s call it “CraZZZZZZZZzzzzzzzzzY”) while trying to resolve a mysterious problem where FileMaker Pro 20 and 21 clients could no longer connect to a FileMaker Server on port 5003. Meanwhile, FileMaker Pro 19 connected flawlessly. The culprit? Cached settings. The hero? A single Delete Cached Temp Files button.
Here’s the full story, along with step-by-step instructions to help you avoid the rabbit hole I fell into.
RustyAttr trojan’s Exploitation of Extended Attributes Cyber threats are evolving rapidly, and attackers are finding increasingly sophisticated ways to bypass detection. One of the latest techniques comes from the Lazarus Group, a well-known Advanced Persistent Threat (APT) actor. Their novel approach involves hiding malicious code in macOS extended attributes (xattr), allowing them to stealthily execute
