BIGHUB
Control plane for AI agent actions.
Validate, bound, and govern every autonomous AI agent decision before it acts — making autonomy safe, intelligent, and ready for production.
BIGHUB sits between AI reasoning and real-world execution. Agents can plan and decide, but real-world actions execute only within your defined limits.
LLM / Agent Runtime
↓
Provider Adapter (e.g. bighub-openai)
↓
BIGHUB Control Plane API
↓
Rules + Approvals + Memory + Policy Intelligence
↓
execute / block / require approval
Packages
| Package | Language | Install | Description |
|---|---|---|---|
| bighub | Python | pip install bighub | Core SDK — actions, rules, approvals, kill switch, webhooks, API keys, Future Memory. |
| bighub-openai | Python | pip install bighub-openai | OpenAI Responses API adapter — govern tool/function calls with BIGHUB policies. |
| @bighub/bighub-mcp | TypeScript | npm install @bighub/bighub-mcp | MCP server — use BIGHUB governance from any Model Context Protocol client. |
| bighub-anthropic | Python | — | Anthropic adapter — coming soon. |
| bighub-openai (JS) | TypeScript | — | OpenAI adapter for Node.js — coming soon. |
Why BIGHUB?
| Without BIGHUB | With BIGHUB |
|---|---|
| Agent acts directly in production | Every action validated before execution |
| Guardrails are suggestions | Policies are enforced at runtime |
| Logging shows what happened | Decisions are blocked before they happen |
| Autonomy grows, exposure grows | Bounded autonomy, controlled risk |
Quickstart (Python SDK)
pip install bighub
import os
from bighub import BighubClient
client = BighubClient(api_key=os.getenv("BIGHUB_API_KEY"))
result = client.actions.submit(
action="update_price",
value=150.0,
domain="financial_actions",
actor="AI_AGENT_001",
)
print(result["allowed"], result["risk_score"])
client.close()
Repository layout
├── sdk/
│ └── python/ ← pip install bighub
├── adapters/
│ ├── python/
│ │ ├── openai/ ← pip install bighub-openai
│ │ └── anthropic/ ← coming soon
│ └── js/
│ └── openai/ ← coming soon
├── servers/
│ └── mcp/ ← npm install @bighub/bighub-mcp
└── examples/
├── python/
└── js/