JD

John Deacon

Architecting Semantic Systems | Building Tools That Align Software with Human Intention

Semantic Interface ArchitectureMetacognitive System DesignIntent Modeling & AlignmentXEMATIX Framework
Kenton-on-Sea, Eastern Cape, South Africa

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Six most recent posts

AI once looked like bargain labor. Then the API bill arrived. Here\'s what the $100K reality says about where software value actually comes from, and why seasoned engineers still compound it.

If your team looks busy but outcomes feel fuzzy, you're not alone. The real edge isn't more output, it's higher leverage. Here's how to measure it without changing your tools or rhythm.

You're not delegating writing to an AI; you're extending the part of your mind that works in language. Once you see that, LLMs stop being content engines and start being instruments for shaping shared reality.

If your notes overflow while your feed stays quiet, you're paying a hidden tax. Cognitive publishing connects raw thinking to market signal so your best ideas don't stall out. It replaces adrenaline-fueled sprints with a dependable pipeline.

You keep making airtight cases and watching them fall flat. The problem isn't your math, it's the model of the human in your plan. Design for how decisions actually happen, not how you'd like them to.

You don't need more authority; you need better architecture. Durable influence comes from shaping the stage, not directing every scene.

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