Hello!
Writing
Notes on fullstack engineering, AI in production, and shipping reliable software.
Discover how developers can strategically leverage LLMs for intelligent code review and security analysis in Python and FastAPI, boosting productivity while preserving core coding skills.
Jul 2026 · 1 min read
security · audio security
Explore the SPEAKE(a)R threat: how speakers become covert microphones. Discover Python and AI techniques to detect and mitigate unusual audio device activity for robust system security.
May 2026 · 1 min
ai · llm
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.
Apr 2026 · 1 min
security · digital identity
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.
security · privacy
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.
career · python
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.
Mar 2026 · 1 min
· end ·