stop testing Kimi K3 in a chat tab. plug it into an agent with hands. The setup is three moves: hermes model -> Moonshot -> log in with the coding plan. K3 becomes the brain, Hermes stays the hands. What that combo does in this video: /learn digests any guide into a reusable skill. Blender MCP turns a prompt into a 3D product promo. three K3 profiles on a kanban board ship a video: director, judge, builder. His coding side-by-sides match the front-end arena ranking: K3's output came out cleaner than Fable 5's and GPT 5.6's, at a fraction of the price. A cheap open brain plus cheap hands is the whole point. The 16-step guide to that stack ($5 VPS, $7 sub, a five-agent pipeline) is below. Bookmark this. Follow @0xGenAi

@0xGenAi the kanban with three K3 profiles is lowkey the most underrated part. director/judge/builder is just how good teams actually work

@UpSideCode effective agent systems