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

securityaudio securityside-channel

SPEAKE(a)R: Unmasking Covert Surveillance via Speaker-to-Mic Exploits with Python and AI

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 read

· end ·