Notes from the ScaledAIOps project — on operating AI systems in production, and on building this site.
A practical, price-tier overview of what hardware actually gets you into LLM/SLM training and fine-tuning today — consumer GPUs, prosumer workstations and cloud rental — and what each tier is realistically good for.
The Fast Feedback Resolution System (FFRS) on scaledaiops.org: a five-stage pipeline from capture to close, an AI agent that produces the first response, humans who decide, and metrics anyone can recompute.