From Prompt Engineering to System Engineering: Three Paradigm Shifts in AI Workflows
The early days of mainstream AI use had a particular competitive currency: prompt quality. Who could write the most precise, most creative, most effective instr
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The AI Whiteboard Problem: Why Your Assistant Gets Dumber Over Time
You've probably noticed it. An hour into a complex conversation, your AI assistant starts making mistakes it shouldn't. Repeating itself. Forgetting decisions i
NAD+ Supplements Won't Save Your Muscles: What Two 2025 Studies Actually Found
The pitch writes itself: as you age, cellular NAD+ levels decline, mitochondria lose their fuel, and muscles begin to waste away. Take NMN or NR daily, restore
200 Lines of Code, 28 Days, 32,000 Lines: An AI Self-Evolution Experiment
A developer named Yuanhao wrote 200 lines of Rust code. He gave it a single instruction: "Evolve into something that can compete with Claude Code." Then he most
Memory Isn't a Plugin — It's the Harness: Why Your AI Agent Keeps Forgetting
The model needs the body. A brain without a harness is just floating.Imagine a superintelligent brain floating in a nutrient tank. It can reason, write poetry
AI Consciousness as a Filesystem: Engineering Personality Through Directory Structure
What if the question "does AI have consciousness?" has been asked entirely backwards?Developer Amir didn't try to define what AI consciousness is. He asked a