(Modified:
2026-10-07)
— Written by
SimeonOnSecurity— 9 min read
Size a 16GB local LLM setup around model weights, KV cache, and prompt processing. Compare Qwen3.8 27B memory budgets, GPU bandwidth, and ownership costs.
(Modified:
2026-10-06)
— Written by
SimeonOnSecurity— 10 min read
Compare local AI with ChatGPT and Claude through benchmark scores, memory estimates, serving speed, and agent verification. Includes RTX 5090, DGX Spark, and Mac Studio scenarios.
(Modified:
2026-10-10)
— Written by
SimeonOnSecurity— 11 min read
A practical October 2026 guide to choosing local AI models for coding agents. Compare GPU memory, KV-cache growth, context size, quantization quality, prompt processing, reasoning settings, and cloud rental costs.