3 min read
Building Tools for Internet Shutdowns
Why I made Skirk and twoman, and the practical problems of building for a network that barely works.
#networking#resilience#product-engineering
open note →Writing Log
Notes on things I build: AI agents, voice, computer vision, and networking.
3 min read
Latency and Interruptions in Voice Agents
How turn timing, cancellation, and tool results affect a voice conversation.
#voice-ai#agents#reliability
open note →3 min read
Classifier First, Multimodal Model Second
Using a small image classifier for known categories and a larger model for uncertain cases.
#computer-vision#multimodal#ml-systems
open note →2 min read
When an LLM Request Fails
A short checklist for timeouts, retries, queues, and tracing failures in LLM applications.
#llm#rag#backend
open note →