Running a command is easy. Choosing and sequencing the right ones from a plain request, then proving the agent did the whole job, is the real test. How we measure that gap.

Oct 15, 2026·1 min read

AI agentsTool useNatural language

Layered translucent planes of documents, memory and tool output converging into a single witnessed working set, cyan and violet over near-black

AI engineering

Context engineering is not prompt engineering

Context engineering is assembling what an agent sees when it acts: memory, retrieval, tool output, trajectory. The next bar is being able to prove what it saw.

Oct 3, 2026·1 min read

Context engineeringAI agentsMemory

Quox is the self-hosted control plane for AI agents: give agents real access to your systems while you control what they can do, approve what matters, and keep independently verifiable evidence of every governed action. QuoxCORE is free and self-hosted. Visit quox.ai with JavaScript enabled for the full site.