5 in-depth articles on local-ai from the Algoramming blog — practical, opinionated writing on building software and products.
01 · Field noteAnalyze JetBrains Mellum 2.1, the 12B Mixture-of-Experts local coding model. Compare its local agentic performance, architecture, and cost against cloud enterprise APIs.
02 · Field noteDiscover how to optimize local AI workflows by comparing Qwen 3.8 27B and Claude Opus 4.6 Max. Learn about hardware benchmarks, speculative decoding, and reasoning settings.
03 · Field noteA practical, provider neutral comparison of the four leading 2026 frontier models across reasoning, coding, cost, context, and data sovereignty, with guidance on which to pick for which job.
04 · Field noteLearn how to deploy Qwen 3.8-27B locally for private, offline AI coding agents. This guide covers hardware sizing, Ollama and SGLang setups, and sandbox security.
05 · Field noteCompare the performance, hardware requirements, and financial realities of running Qwen 3.8-27B locally versus Claude Opus 4.6 Max in the cloud.
