A Junior Dev with three AI agents just outpaced a 10-year veteran. The resulting economic shift is terrifying for buyers, but it’s the only way forward for true seniors. The Incident https://twitter.com/ujjwalscript/status/2010599605998895451 It happened last week. A moment that every senior developer has secretly feared since ChatGPT dropped in late 2022 finally arrived for Ujjwal
Gemini Plans, Claude Executes: The “Two-Brain” Workflow If you open X today, you will see hundreds of posts about vibe coding and how everyone is creating crazy tools, dashboards, and even full-production apps making money. All that information can be overwhelming. But don’t sweat. It’s actually quite simple. Here’s what I have personally found to
If you have felt a creeping sense of obsolescence lately—a low-level panic that the tech world is accelerating faster than your ability to read, let alone understand—you received definitive validation today. Andrej Karpathy, one of the architects of the modern AI landscape, tweeted that he has “never felt this much behind as a programmer.” He
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.
In today’s enterprise FileMaker solutions, one button click can trigger a sophisticated symphony of operations. But how do you decide when your scripts should block the user until everything is finished, and when they should let the system flow asynchronously? This deep dive walks through real-world scenarios and architecture patterns—showing how to manage data dependencies, ensure consistency, and boost performance by choosing the right orchestration model for each process. Learn how universal cascade engines, JSON-driven configuration, and transactional integrity can elevate your solution from functional to exceptional.
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.
