cashcrown // How we build it
Repetitive cross-system work eats the team's time, and a plain chatbot does nothing — it just talks.
[ DeepSeek-V4 ] ↓ Devstral-2 ↓ Narzędzia + allow-list ↓ Human-gateDeepSeek-V4
[ DeepSeek-V4 ] ↓ Devstral-2 ↓ Narzędzia + allow-list ↓ Human-gate
plans the steps and decides which tool to use
DeepSeek-V4 ↓ [ Devstral-2 ] ↓ Narzędzia + allow-list ↓ Human-gate
writes and runs code when the task needs it
DeepSeek-V4 ↓ Devstral-2 ↓ [ Narzędzia + allow-list ] ↓ Human-gate
actions limited to a safe allow-list (navigate, demo, audit)
DeepSeek-V4 ↓ Devstral-2 ↓ Narzędzia + allow-list ↓ [ Human-gate ]
irreversible actions require confirmation (HMAC token)
Give it a goal — see a transparent ReAct trace (thought → tool → observation) in a safe sandbox.
An agent that does tasks with tools — under supervision (a human gate on irreversible actions).
DeepSeek-V4 → Devstral-2 → Narzędzia + allow-list → Human-gate