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Notes on fullstack engineering, AI in production, and shipping reliable software—newest first.
Learn to apply the Miller Principle (7 ± 2) to simplify Python applications, FastAPI APIs, and LLM prompt design, effectively reducing cognitive load and improving maintainability.
Explore the security and privacy implications for developers as national digital identity like Germany's eIDAS relies on proprietary mobile platforms, and learn to build resilient, open authentication with Python/FastAPI.
Explore efficient local LLM deployment with Lemonade by AMD, leveraging GPU/NPU for speed and open-source flexibility. Learn practical integration into Python applications using FastAPI for powerful AI services.
Understand how web apps or browser extensions might 'search' your computer. Learn Python/FastAPI and TypeScript strategies to build secure applications, protect user privacy, and prevent data exfiltration.