Local coding models,
on hardware you own.
The AgentBox Developer Edition runs open coding LLMs entirely on local metal — autocomplete, refactors, test generation and agentic workflows that never ship a line of your source to a third party.
Ships Q4 2026 · Sold at cost to launch the edition · Fully refundable reservation
Pick your coding model. Run it locally.
Every model below is open-weight and pre-tuned for the RK3588 NPU. Swap between them from the appliance console — no re-imaging, no cloud round-trip.
CodeGemma
GoogleGoogle's Gemma-family coding model. Strong fill-in-the-middle completion and instruction following at 2B and 7B — a great everyday default on a single node.
Runs on: single node
Qwen2.5-Coder
AlibabaTop-tier open coding accuracy for its size. The 7B variant fits a Pro-class node and leads most local HumanEval comparisons.
Runs on: single node
DeepSeek-Coder
V2-LiteA lean mixture-of-experts coder with broad language coverage and long-context repo reasoning, quantized to run comfortably on-device.
Runs on: single node
StarCoder2
BigCodePermissively licensed and trained on a transparent code corpus — a dependable base for completion and fine-tuning on your own repos.
Runs on: single node
Kimi-Dev
ClusterMoonshot AI's 72B software-engineering model. Too large for one box — pool aggregate memory across a clustered AgentBox to host it, and let the mesh coordinate the shards.
Runs on: multi-node cluster (see Clusters)
Your model
BYO-weightsBring any GGUF or Ollama-compatible model, or fine-tune an open base on your private codebase. The box is yours — so is what runs on it.
Runs on: single node or cluster
Code never leaves
No proprietary source, secrets or customer data sent to a hosted model. Air-gap it and your IP stays inside the perimeter — by construction.
Zero per-token billing
Autocomplete fires thousands of times a day. On metered APIs that compounds forever; on a box you own it's free after the one-time purchase.
Drop into your editor
Exposes an OpenAI-compatible endpoint, so VS Code, JetBrains and your CI agents point at the box and just work. First completion in five minutes.
Tuned for sustained inference loops.
Built on the Pro chassis with developer defaults pre-wired: model registry, editor bridge, and a container runtime ready for your RAG and agent stacks.
reserve · founding batch · fully refundable
Reserve Developer Edition →- ✓ CodeGemma · Qwen2.5-Coder · DeepSeek-Coder · StarCoder2
- ✓ Kimi-Dev 72B across a cluster
- ✓ OpenAI-compatible API + editor bridge
- ✓ Ollama · llama.cpp · containerd pre-wired
- ✓ Fully refundable until your unit ships in Q4 2026
Developer Edition FAQ
More questions? See the full FAQ or talk to us.