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Notes on fullstack engineering, AI in production, and shipping reliable software—newest first.
Uncover the vulnerabilities and biases in current AI agent benchmarks and learn practical Python strategies to build more robust, secure, and trustworthy LLM evaluation frameworks.
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.
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.
Why I am doubling down on Python and AI, what I am studying in AI security and orchestration, and the resources that are actually helping.