Securing Raw Agent Loops
Many advanced AI applications forgo frameworks entirely, opting for custom Python or Node.js `while` loops that directly manage tool calling and state. Securing these custom implementations can be challenging, as there are no framework-level hooks to tap into.
Oridio is framework-agnostic. Because we operate at the network layer, your custom agent loop remains completely untouched. You simply route your standard `requests.post` or `fetch` calls through the Oridio proxy.
Programmatic Primitives
For custom loops, Oridio provides raw security primitives. You can explicitly call the Oridio SDK to acquire a Redlock mutex before executing a critical tool, or manually trigger a Human-in-the-Loop (HITL) suspension state when your loop encounters a high-risk decision branch.
Installation & Setup
Oridio can be integrated either as a drop-in HTTP proxy without modifying your agent codebase, or via our official language bindings for programmatic telemetry and fine-grained Wasm triggers.
Route OpenAI/Anthropic SDK client requests through https://proxy.oridio.org/v1.
Supply your Oridio Master Key via header X-Oridio-Auth: ord_live_....
Architecture & Deep Dive
The Oridio security runtime operates as an out-of-band Layer 7 data plane. Rather than relying on non-deterministic LLM-as-a-judge prompts, security constraints are compiled into Ahead-Of-Time (AOT) WebAssembly binaries evaluated at bare-metal speeds.
P50 evaluation overhead per token packet.
Global Anycast edge proxy availability.
Distributed Redis mutex for swarms.
Sample Code & Implementation
from oridio import OridioClient
from langgraph.graph import StateGraph
# Initialize Oridio Edge Gateway client
client = OridioClient(api_key="ord_live_7x9k2m...")
# Wrap your state graph with zero-trust proxy
graph = StateGraph(AgentState)
secure_graph = client.wrap_graph(
graph,
budget_limit_usd=50.00,
pii_redaction=True,
anomaly_detection=True
)Interactive Runtime Playground
Frequently Asked Questions
Need help integrating?
Our runtime engineering team can help pair on your agent topology.