AgentOps Control Plane

Observability and guardrails for AI agents in production.

Trace every tool call, control cost per run, and enforce policies to prevent data leaks and failures.

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Cost per agent / workflow · Full trace + replay · Policies + kill switch

How it works

Start with one agent and get production visibility in days.

1. Instrument

SDK / middleware

Lightweight wrapper for Python (JS on roadmap) that streams logs, metrics and traces.

  • Fast LangChain/CrewAI integration
  • Sampling and privacy guardrails
  • No runtime lock‑in
2. Observe

Traces, errors, spend

Central dashboard with cost per run, latency and error rate for each workflow.

  • Trace agent → tool → LLM
  • Audit trail and replay
  • Cost breakdown per model
3. Control

Policy engine

Guardrails in production: PII redaction, allow/deny lists, kill switch.

  • Prompt approvals
  • Dev / prod separation
  • Incident mode in one click

Live demo

Open an incident, inspect the trace, apply a cost policy and rerun. See the next run blocked by policy.

  • Incident: budget spike & retry loop
  • Trace view with tool calls and latency
  • Policy panel + kill switch
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“Open an incident, inspect the trace, apply a policy, rerun.”

AgentOps Demo Simulated preview

Real-world use cases

Concrete scenarios that CTO and SRE teams deal with in production.

Cost control

Budget spikes & runaway retries

Stop runaway spend before it burns the budget. Alert + policy block.

Incident

Tool errors & debugging

Step-by-step traces with latency and tool calls for rapid RCA.

Security

PII leakage & policy enforcement

PII redaction, allow/deny lists and kill switch for sensitive workflows.

Why now

Agentic workflows are growing, production is chaos.

Without AgentOps tooling, costs, audits and safety are handled ad‑hoc. A control plane fixes it from day one.

Pricing (coming soon)

Transparent per agent or per token pricing. Final model is shaped with design partners.

Free

1 agent, basic logs

Ideal for validating instrumentation.

Pro

Cost + governance

For production teams with SLA and alerts.

Enterprise

Self‑hosted

Compliance, data residency and custom policies.

Docs (API preview)

SDK and API docs are in preview. Core telemetry endpoints are ready.

curl -X POST https://api.agentops.dev/v1/traces \\
  -H "Authorization: Bearer <SDK_KEY>" \\
  -H "Content-Type: application/json" \\
  -d '{
    "agent": "procurement_analyzer",
    "workflow": "supplier-risk-scan",
    "tokens": 14200,
    "cost_usd": 6.42,
    "guardrails": ["pii_redaction", "cost_policy"]
  }'

Get early access

Want SDK beta access and roadmap visibility? Drop your details.

No spam. 1–2 relevant updates per month.

Early access

What you get first

  • SDK beta + integration guidance
  • Access to the demo roadmap
  • Direct input on feature priorities

We are onboarding 5–10 design partners.