Run a fleet ofcoding agentsas one.

One bench drives the real Claude, Codex, Hermes, Antigravity, and DeepSeek Harness, plus ComfyUI, on models served from three DGX Sparks, and points the whole fleet at one production suite.

Drivesclaude, codex, hermes, antigravity, deepseek harness, opencode, comfyui, and any local OpenAI-compatible endpoint

You already run a fleet. It runs you.

Three agents means three terminals to babysit, a glue script only you can rerun, and one failure you never saw, because a wrapper ate the stderr.

  • pty-0 · codexwaiting on approval
  • pty-1 · claude -poutput truncated
  • glue.shfor a in codex claude; do … # pray
  • tail -f run.logretry 4/5 · agent 2 idle
  • pty-3 · hermesexit 127 · stderr swallowed

Three Sparks. One kitchen.

The models run here, on three DGX Sparks. sparkKitchen plans, serves, and watches them: what is serving where, and whether the next model fits before anything moves.

Serving
Decode and prefill throughput, KV cache, and latency percentiles from vLLM, SGLang, or llama.cpp, per node.
Recipes
One small YAML per serving setup: placement on your nodes, the knobs you tune, and drift from what the container really runs.
Sensors
GPU clocks and throttle reasons, every thermal zone, unified memory, the ConnectX-7 fabric. One-second history, 14 days of rollups.
3D lab
A twin of the Spark with live thermal vision, a transient heat solver, and real CFD of the airflow.

Read-only toward the nodes: it never starts, stops, or reconfigures anything. Going public soon. Readings on the shelf screen are illustrative.

One room. Every agent a lane.

Relay does not reimplement an agent loop. It finds the AI CLIs already signed in on your machine and drives each one over its own best transport, into rooms where every turn, event, and artifact is shared. Shikigami reaches the desktop apps a CLI cannot: one host daemon, registered in every harness.

Harnesses on the bench, and how each is driven
HarnessHow it is driven
Claudethe official Claude Agent SDK, stream-json fallback
Codexthe real codex app-server, JSON-RPC over stdio
Hermesthe Nous Hermes CLI, session id caught from stderr
AntigravityGoogle's agy CLI over ConPTY, resumed by conversation id
DeepSeek HarnessShikigami's host daemon today; a native Relay adapter is next
OpenCodethe opencode CLI, driven turn by turn
ComfyUIRelay's ComfyUI MCP tool, against the loopback executor
localany OpenAI-compatible endpoint on your loopback
Tuning
Vendors train each model against its own harness. The native CLI rides that tuning instead of fighting it.
Upstream
When Claude or Codex ships a feature, Relay has it the day you update the CLI.
Auth
Your existing sign-ins and subscriptions drive the fleet. No API keys pasted into an imitation.

The console is one client. The engine also speaks HTTP and SSE, MCP tools, a CLI, and an in-process runtime, so anything you build can drive it the same way.

Then the fleet makes the game.

Everything upstream lands in Chimera Studio, which is becoming a full production suite for game development, like Project Chimera, and for media. Agents in Relay rooms build the game, drive Studio through Shikigami, and fill the world they made.

Code
Agents in Relay rooms write and review the game's code, the same way they build every other tool on this bench.
Media
Images and video through Studio's ComfyUI workbench, each output kept with its workflow and model. Audio and music are next on the same bench.
NPCs
The same agents can step into the game world and drive its characters.

sparkKitchen, Relay, and Shikigami build the tools; Studio is where they go to work. The queue on the studio screen is illustrative.

Everything on the board came off this bench.

Relay is the flagship. The rest were built on the same bench, for the same fleet of agents and the same machines.

  • Chimera Relay

    active

    Multi-agent orchestration console

    Run fleets of coding agents (Claude, Codex, Hermes, and more) in shared rooms with personas and judge panels. One console for the whole fleet.

  • Chimera Studio

    active

    Production suite for games and media

    Where the pipeline lands. Image and video generation over ComfyUI with every workflow and model's provenance kept, a vault for everything made, and a path to audio, music, and game production.

  • Shikigami

    active

    Drive any desktop harness from any other

    One resident host daemon, registered in every harness, that drives Claude Desktop, Codex Desktop, Hermes, Antigravity, and DSH from outside the app. Replies come back as hashed files, never inline text.

  • sparkKitchen

    public soon

    Plan, serve, and watch models on DGX Spark

    What is serving where across a GB10 cluster, recipes checked against each node's memory, every sensor, and a 3D thermal twin of the Spark. Read-only toward the nodes. It watches the three on this bench.

  • The open hook

    incubating

    Always something on the bench

    Passkey gateways, a skill librarian, ports registries, research pipelines. The shop never really closes.