Writing

Articles

Notes on fullstack engineering, AI in production, and shipping reliable software.

All ai python llm security fastapi developer-tooling machine-learning orchestration privacy agents automation benchmarking docker full-stack open-source productivity typescript agentic-ai ai-ml-in-production aiml algorithms amd attributeerror audio-security authentication best-practices browser career cicd claude code-quality cognitive-load content-detection cost creative-ai data-structures developer-skills developer-tools developer_tools digital-identity education eidas evaluation feature-engineering gpu huggingface human-feedback langchain langgraph language-models llms local local-deployment maintainability ml mlops mobile-security multi-agent nlp npu onehotencoder optimization performance production production-ml prompt-engineering proprietary-platforms qwen reinforcement-learning reproducibility rlhf scikit-learn side-channel skiplist software-design software-engineering speech text-generation tokens turing versioning voice_agents vs-code web-development web_security workflow

aillmpython

Build Performant, Private Local Voice Agents with Hugging Face Speech-to-Speech

Learn to leverage Hugging Face's open-source speech-to-speech models to create performant and privacy-focused local voice agents with practical Python implementation steps.

Jun 2026 · 1 min read

security · digital identity

Germany's eIDAS: Architecting Open Digital Identity Beyond Apple/Google Dependencies

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.

Apr 2026 · 1 min

security · privacy

LinkedIn Is Illegally Searching Your Computer: Web App Security & Privacy Demystified

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.

Apr 2026 · 1 min

· end ·