Tag: #case-study
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 4 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#scalingMicro-SaaS and One-Person Business 2026 — Economics, Stack, and Real Cases ♪ Listenable
Solo SaaS in 2026 is more viable than ever. AI codegen, agentic operations, cheap edge infrastructure, and commoditized payment rails have opened the path for one person to build seven-figure ARR. Pieter Levels (Photo AI
2026-05-14 · 28 min read #micro-saas#one-person-business#indie-hacker#solo-founder#pieter-levelsIndie AI Builder Case Studies 2026 — Cursor, Perplexity, Lovable, v0, Manus, Cline Deep Dive ♪ Listenable
In 2026, indie AI builders build multi-billion-dollar companies with 5-15 person teams. Cursor/Anysphere crossed 100M ARR in 14 months. Perplexity reached 9B+ valuation. Lovable hit 100M ARR seven months after launch. Ve
2026-05-14 · 30 min read #indie-ai#ai-startup#case-study#cursor#perplexityArchitecture Case Studies — Netflix, Stripe, Cloudflare, Shopify in 2025
Netflix's 7,000 microservices, Stripe's Ruby monolith, Cloudflare's Workers ecosystem, Shopify's Black Friday scaling — real architecture drawn from public engineering blogs.
2026-04-15 · 13 min read #architecture#case-study#netflix#stripe#cloudflare