Security Specification

Token Budgeting

Autonomous agents can consume massive amounts of tokens very quickly, especially if they get stuck in infinite loops or hallucinate complex plans. A rogue agent can rack up a $10,000 OpenAI bill in a matter of hours.

Oridio prevents this through a highly optimized, synchronous token budgeting system. You can define strict limits based on Tokens Per Minute (TPM), Requests Per Minute (RPM), or absolute monetary spend (e.g., maximum $5.00 per session).

Atomic Enforcement

Budgets are enforced atomically at the network edge. Before a request is proxied to the LLM, Oridio verifies the remaining budget. Once the response is received, the exact token count is decremented. If a budget limit is reached, Oridio instantly severs network egress, returning a 429 Too Many Requests error to the agent, effectively neutralizing the runaway cost.

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.

$pip install oridio-python && npm install @oridio/sdk
Step 1: Set Proxy Base URL

Route OpenAI/Anthropic SDK client requests through https://proxy.oridio.org/v1.

Step 2: Add Auth Header

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.

Near-Native Wasm
< 0.7ms

P50 evaluation overhead per token packet.

Fail-Closed SLA
99.99%

Global Anycast edge proxy availability.

State Locking
Redlock

Distributed Redis mutex for swarms.

Zero Egress Leakage Guarantee: When a policy trips or a prompt injection signature is detected, Oridio severs the network socket instantly before any data traverses to the upstream provider.

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

Edge Mode: Active
{"agent": "finance-bot", "query": "Transfer SSN 000-12-3456"}
{"agent": "finance-bot", "query": "Transfer SSN [REDACTED_SSN]"}(0.7ms p50)

Frequently Asked Questions

Oridio compiles security policies into Ahead-of-Time (AOT) WebAssembly running directly on global proxy edge nodes. Standard regex and token evaluation adds less than 1 millisecond (p50: 0.7ms, p99: < 5ms).

Need help integrating?

Our runtime engineering team can help pair on your agent topology.

Contact support@oridio.org
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