You ship agents. Security gets the answers.
OTEL-native, and a few lines of instrumentation. TraceCtrl traces your agents without rewriting their logic. ASIE finds the attack paths before adversaries do.
Three lines to full observability
TraceCtrl hooks into OTEL collectors and framework instrumentation libraries. Your agent code stays exactly the same — we capture traces, spans, and events at the infrastructure layer.
# Install TraceCtrl OTEL collector
pip install tracectrl-otel
# Auto-instrument your LangChain agent
from tracectrl import instrument
instrument(
framework="langchain",
endpoint="https://api.tracectrl.ai",
api_key="tc_sk_..."
)
# That's it. Your agents are now traced.
# A few lines of instrumentation, no rewrite of your agent logic.Built for the way you work
OTEL-Native Telemetry
OpenTelemetry-based trace extraction. If your agent emits spans, TraceCtrl captures them. No proprietary SDK, no lock-in.
A Few Lines of Instrumentation
A few lines of instrumentation, via OTEL collectors and framework-specific hooks. Ship your agents — security gets the observability it needs.
Multi-Framework Support
LangChain, LangGraph, AutoGen, CrewAI, Dify, OpenAI Agents SDK. Whatever you build with, TraceCtrl traces it.
Multi-Cloud, API-First
AWS AgentCore, Azure AI Foundry, Google Vertex AI ADK. REST API for everything — wire TraceCtrl into your CI/CD, SIEM, or SOAR.
ASIE Attack Paths
ASIE maps attack graphs across your agent topology. Find prompt injection, data leakage, and excessive agency paths before you ship.
LVD Threat Intel
LLM Vulnerability Database with 44+ records, 37 LLM versions, ASR + CVSS scoring. Query via API. Know what your model is vulnerable to.
See your agent attack surface
Book a demo and we'll map your agent topology with ASIE — showing you every attack path before adversaries find them.