My latest Blog Posts

Part 1 of my code-first agent series: using agent-browser and CLI workflows for real research, verification, and structured web extraction.

A real-world React2Shell attack analysis: how fast unpatched Next.js apps were hit, what attackers executed, and what to rotate immediately.

Build low-latency streaming TTS with Orpheus, vLLM, and SNAC on a single RTX 3090, with notes on scaling the pipeline across GPUs.

How I used GRPO, Whisper WER, and a custom repetition penalty to improve LLaSA-style TTS quality with audio tokens.

Azure quietly removed Bing API resources. What changed, who it affects, and what the forced move to AI Agents Service means in practice.