Articles and guides

Research That Gets You to a Real Decision.

These aren't SEO filler pieces. Each guide is here because it helps someone make a concrete next move: buy the right hardware, choose the right system path, or get clear enough to scope a real build. If it doesn't do that, it doesn't belong here.

Open-source release

Agent Nerve

A public coordination layer for multi-agent AI workflows. If you're building systems where multiple AI workers hand off tasks to each other, Nerve is the structure that keeps handoffs clean and continuity intact across sessions.

Who this is for

Developers and operators building multi-agent or multi-session AI systems. Also useful for anyone who wants a reference implementation of how we structure task logging, state, and handoff internally.

Best for: You're building AI workflows beyond a single agent and need a coordination layer — not another chatbot wrapper.
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Buyer's guide · 2026

Best Local LLM Computers By Budget

A detailed breakdown of Mac Studio, GB10 (Grace Blackwell), and RTX 5090 setups for running AI models locally — no API fees, no cloud dependency. Covers VRAM ceilings, throughput differences, use case fit, and OEM GB10 options with an interactive picker.

Who this is for

Business owners or operators who want AI running on private infrastructure instead of paying per-call to OpenAI or Anthropic. Also useful if you're evaluating whether local LLMs are ready for your workload.

Best for: You want to run AI on your own hardware and need a clear answer on which machine to buy and why — not a spec sheet.
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