Feb 03, 2026
Legacy-First Design: Designing Software That Survives Time
Most software systems are designed with one implicit assumption:someone will always be there to maintain them.Teams will...
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Jan 30, 2026
Raygon: Making Dependency, Intent, and Evolution Explicit
Most software systems don’t fail because of bugs. They fail because of invisible dependency.Contracts are consumed...
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Architecture
Jan 26, 2026
Why Most AI Memory Systems Are Fundamentally Broken (And How Adaptive Retention Fixes It)
The Hidden Problem Nobody Talks About: Memory That Never ForgetsMost AI systems today suffer from the same silent flaw:&...
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Jan 19, 2026
Survival in Abandoned State: Why Software Should Make Sense Even When No One Maintains It
Most software systems are designed under an implicit assumption:someone will always be there to maintain them.New featur...
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Architecture
Jan 12, 2026
Why Long-Term Memory Architectures Matter for Energy Efficiency in AI Systems
IntroductionWhen discussing artificial intelligence systems, especially those based on large language models (LLMs), ene...
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Architecture
Jan 10, 2026
Legacy-First Design: Treating Time as a First-Class Architectural Constraint
Modern software architecture is remarkably good at solving today’s problems. It is far less effective at surviving tomor...
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Dec 02, 2025
Bio-Synthetic Convergence: The Architectural Integration of the CL1 Biological Processor into the MQ-AGI Neuro-Symbolic Framework
Introduction: The Silicon Crisis and the Dawn of Hybrid Computing The trajectory of artificial intellig...
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Nov 20, 2025
The AI Trinity: Unifying MQ-AGI, DREAM, and Games into a Living Architecture
In modern software development, we often fall into the trap of viewing projects as isolated silos. We might have a libra...
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Nov 20, 2025
The Neuro-Symbolic Convergence: The Future of Game Engines Beyond Scripts
For some time now, I have been mentally architecting a concept that I consider the "Holy Grail" of modern RPGs. Th...
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Architecture
Nov 20, 2025
Beyond the Monolith: Why We Need a New Architecture for AGI (Introducing MQ-AGI)
We are living in the golden age of Large Language Models (LLMs). Models like GPT-5 and Claude 3 have shown us glim...
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