Building for enteprise scale means finding leverage. We have built the tooling to accelerate the necessary but repetitive work in creating agentic AI solutions: sandbox solutions, code runners, observability solutions, and guardrails.
It is why our we ship faster than a legacy large team and why the solutions we create and deliver to you can operate efficiently.
Every agent we ship follows the same architectural pattern that allows each layer to be deployed, governed, and observed. Open source at the core, your models throughout.
The agents your business runs on — built for your processes and your solutions, running inside your walls.
Our runtime deploys, manages, and scales agents keeping them secure, sandboxed, and functional under real load.
A model and tool layer built on tools like Bifrost. One gateway for every call — controlling models, tools, and access. Swap models whenever you like.
Every call, decision, and cost — traced and evaluated with solutions like Langefuse. You see what your agents did, how they decided, and what it cost.
Spens is a CLI toolchain for running AI coding agents(Codex, Claude Code, opencode, pi, etc) inside sandboxed Docker containers with full network interception and audit control. Know what your agents, why they did it, how much it costs and have the peace of mind that your files are safe.
$ spens node-24 pi . "updated the footer copyright date to 2026" [spens] building image [spens] executing [spens] done! 2,000 tokens, 0.0421 cents in cost, 4 LLM turns. $
Copyright 2026 ReFwd LLC