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Welcome to the AI Systems Engineering Knowledge Hub

· One min read
Muhammad Okfriansyah
AI Systems Architect

This is the beginning of the AI Systems Engineering Knowledge Hub — a structured technical knowledge base documenting the architecture, patterns, and trade-offs behind autonomous AI systems built for production.

What's Coming​

  • MD-AME Architecture — Full breakdown of an autonomous YouTube production system
  • Deterministic AI Pipelines — Why most AI pipelines fail and how to fix them
  • Polymarket Trading Agent — Architecture of an autonomous prediction market agent

Stay tuned for deep engineering breakdowns.