Blog
RSSEssays and notes on software engineering, security, applied AI, and the systems behind them. Occasional deep dives, mostly short.
When prompts replace code
Software 3.0 landing in a production codebase. Cursor deleted a feature and rewrote it as a prompt. Here's where that pattern holds and where it quietly breaks.
AI EngineeringLLMsSoftware 3.0Verifiability
·4 min read
GuardScribe: Real-time speech-to-text with toxicity filtering
A simple pipeline that turns live audio into text, spots toxic language, and masks it before anyone sees it. You can pick speed or accuracy depending on your use case.
NLPSpeech ModerationRealtimeWhisper
·5 min read