OTLP Distributed Tracing
Debugging autonomous swarms is notoriously difficult. When an agent fails or produces unexpected results, tracing the complex chain of LLM calls, tool executions, and state changes is nearly impossible without specialized tooling.
Oridio natively supports the OpenTelemetry Protocol (OTLP). We inject distributed tracing headers into every proxied request and emit rich, structured spans for every Wasm evaluation, budget check, and LLM invocation.
Visualizing the Swarm
Export these traces directly to your existing observability stack, such as Datadog, Grafana, or Honeycomb. Visualize the exact execution path of your agents, identify latency bottlenecks in specific prompts, and immediately spot where a security policy blocked a malicious request.
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.