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Scaling Autonomous AI Coding Agents: Lessons From Running AI at Scale
The era of the "God Model" is ending. As software scales, single AI entities often collapse under massive context loads. The future lies in Multi-Agent Systems (MAS)—specialized AI swarms that collaborate like a high-speed dev team. By breaking tasks into micro-domains (security, UI, logic), these agents peer-review each other in real-time. This "swarm intelligence" transforms development from a linear process into a scalable, self-correcting neural network.
Ray Rosales
3 days ago4 min read


When Siri Meets Gemini: Apple’s $1 Billion Bet on Google’s 1.2 Trillion-Parameter AI
Why This Siri and Gemini Deal Matters Now After years of lagging behind in the artificial-intelligence race, Apple is finally making its most dramatic move yet — by partnering with its longtime rival, Google. According to recent reports, Apple plans to pay around $1 billion per year to license Google’s 1.2 trillion-parameter Gemini AI model to power a new and improved Siri experience. This isn’t just another tech-industry headline — it’s a turning point. For over a decade,
Ray Rosales
Nov 6, 20258 min read
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