tracectrl 0.1.1

TraceCtrl SDK — agentic AI security observability

TraceCtrl SDK

Security observability for agentic AI systems. TraceCtrl instruments your AI agents with OpenTelemetry, scans for security misconfigurations, and streams violations in real time to the TraceCtrl dashboard.

Install

pip install tracectrl

Quickstart

from tracectrl import init, tag_agent

# Initialize — sends traces to your TraceCtrl engine
init(endpoint="http://localhost:4317")

# Tag an agent with its system prompt for identity tracking
tag_agent("my-agent", system_prompt="You are a helpful assistant.")

Guardrails

from tracectrl.guardrails import register_guardrail, GuardrailAction

register_guardrail(
    agent_id="my-agent",
    name="no-exfiltration",
    action=GuardrailAction.BLOCK,
    description="Block attempts to send data to external endpoints",
)

Links

• Docs
• Dashboard
• GitHub