I Tried Kimi Agent and Here’s What I Found

"Kimi Agent" isn't one product; it's a name that's come to cover a sprawling family, and untangling it matters before judging any piece of it. Kimi K3 is the underlying model: a 2.8-trillion-parameter mixture-of-experts (MoE) model (16 of 896 experts active per token) with a 1-million-token context window, developed by Moonshot AI, a Beijing-based lab backed by Alibaba. Agent Swarm is the architecture built on top of it — a system that can spin up dozens or hundreds of coordinated sub-agents on a single task rather than working through it sequentially. Goal is the feature for autonomous multi-step objectives: set a plain-language target and the agent plans and executes toward it. OK Computer is the agent mode built directly into Kimi's chat interface, generating multi-page sites and slide decks from a single prompt. Kimi Work, launched June 10, 2026, is a separate…