Tag: #scaling
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
Lessons from Published Training Runs — What Was Tried, and What Failed
Seven published large-scale training technical reports and logbooks, stripped down to just the failures and the responses to them, not the scoreboard. The statistics of 419 interruptions over 54 days from Llama 3 405B le
2026-08-02 · 13 min read #mlops#llm-training#case-study#training-stability#scalingWebSocket & Real-time Communication Complete Guide 2025: SSE, Socket.IO, Chat/Notifications/Collaboration
Everything about real-time communication! WebSocket protocol, SSE (Server-Sent Events), Socket.IO, chat system implementation, real-time notifications, collaborative editing (CRDT/OT), Pub/Sub patterns, horizontal scalin
2026-03-25 · 26 min read #websocket#real-time#sse#socket-io#chatStartup Tech Stack Selection Guide 2025: Technical Decisions from 0→1 to Series B
Complete startup tech stack guide! MVP stage (Next.js+Supabase+Vercel), growth stage (K8s+RDS+Redis), scale stage (MSA+Kafka+ElasticSearch) — stage-by-stage technology selection criteria, cost optimization, and how tech
2026-03-23 · 26 min read #startup#tech-stack#mvp#scaling#architecture