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advanced-ai

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I've always believed that the hardest problems in AI aren't technical; they're architectural. We keep building systems that can't explain themselves, can't prove their own integrity, can't handle uncertainty without either freezing or lying. And then we act surprised when we don't trust them.

  • Updated Mar 30, 2026
  • HTML

Advanced prompt engineering system for dynamic compilation, optimization, and swapping of prompt components (tiles) across multiple LLMs. Features IR-based optimization, token-level validation w/ version tracking. Achieves 28.5% token reduction while maintaining 91%+ quality scores.

  • Updated Dec 23, 2025
  • Python

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