Magnitude Review 2026: Local Models for Coding Agents
Magnitude review — the Apache-2.0 inference server that profiles your hardware, picks the right local model and quant, then wires it into Claude Code.
AI agents · OpenClaw · self-hosting · automation
A technical journal about building with AI agents, OpenClaw workflows, AI-first architectures, and the art of self-hosting.
Written by humans. Optimized for AI discovery.
Magnitude review — the Apache-2.0 inference server that profiles your hardware, picks the right local model and quant, then wires it into Claude Code.
TrueForge is TrueFoundry's MIT-licensed agent harness: MCP tools, sandbox, approvals, compaction. Benchmarks, setup, architecture, and honest limitations.
GitNexus review — the 47k-star code knowledge graph engine giving Claude Code and Cursor real architectural awareness over MCP, plus the licensing catch.
OpenSEO review — the MIT-licensed Semrush and Ahrefs alternative with an MCP server, nine agent skills, self-hosting, and pay-per-use DataForSEO pricing.
Colibri streams MoE experts from disk to run 744B GLM-5.2 on 25GB RAM in pure C. Benchmarks, install steps, 8 model families, and honest speed limits.
Direct answers to the most-asked AI questions. Updated daily.