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Observability for autonomous agents

See your agents think.

Your agents make thousands of decisions in the dark. TraceWolf brings every trace, token, and dollar into the light — so you ship autonomous systems you actually trust.

The problem

Agents are a black box. Costs spiral, runs fail silently, and debugging is pure guesswork.

No visibility into agent decisions
Surprise bills at month end
Hours lost reproducing failures
How it works

From black box to full clarity in three moves.

01 — CONNECT

One line in

Wrap your agents with a single SDK call. Any framework, any runtime.

02 — OBSERVE

See it think

Live trace waterfalls render every tool call and reasoning step in real time.

03 — CONTROL

Hold the line

Budgets that auto-pause runaway agents. Alerts before the invoice does.

The payoff

One pane of glass for every agent.

app.tracewolfai.com/dashboard
Active agents
128
Spend today
$2,481
Avg latency
840ms
Trusted by teams shipping agents in production
NorthwindLumen AIVextraFoundrySentariOrbitalNorthwindLumen AIVextraFoundrySentariOrbital
The platform

Built for teams who ship agents at scale.

From first trace to production monitoring, TraceWolf grows with your agent infrastructure.

Tracing

See every decision your agent makes

Waterfall traces capture the full execution graph — every LLM call, tool invocation, and reasoning step. No black boxes.

  • Sub-millisecond resolution timing
  • Nested span hierarchies with context propagation
  • Full prompt/completion capture with token counts
Cost Control

Budget guardrails that actually work

Set spending limits per agent, project, or user. Get alerts before runaway loops drain your account.

  • Real-time cost tracking by model and provider
  • Auto-pause agents that exceed budget thresholds
  • Forecast monthly spend based on usage trends
Alerts

Know when things go wrong, instantly

Custom alerts fire on errors, latency spikes, or budget overruns. Route to Slack, email, or webhooks.

  • Conditional triggers with flexible rule engine
  • Slack/PagerDuty/email integrations out of the box
  • Alert deduplication and smart throttling
Live tracing

Watch your agents in action

Every span, every token, every decision — captured in real time with sub-millisecond precision.

Live trace — support-agent
support-agent.run
2.4s
root
├─ retrieve_context
180ms
tool
├─ llm.gpt-4o
840ms
model
├─ search_orders
320ms
tool
├─ llm.gpt-4o
760ms
model
├─ send_email
140ms
tool

Works with your stack

OpenAI
Anthropic
LangChain
LlamaIndex
CrewAI
Vercel AI SDK
n8n
Slack
Postgres
0M
runs traced
0%
uptime SLA
0×
faster debugging
0%
avg spend saved

"TraceWolf turned our agent debugging nightmare into a five-minute fix. We went from guessing what broke to knowing — instantly."

RK
Riya Kapoor
Staff Engineer, Foundry

"The cost alerts alone paid for itself in week one. We caught a runaway loop that would've cost us $12K."

JM
Jordan Martinez
CTO, Lumen AI

"Setup took 4 minutes. Immediately saw bottlenecks we didn't know existed."

AS
Alex Santos
Lead ML Engineer, Vextra
-42%
Average agent latency reduction after implementing TraceWolf optimizations
Read case study →

Enterprise-grade security

SOC 2 Type II

Annual audits by independent third parties

SSO & RBAC

Enterprise auth with granular permissions

GDPR Ready

EU data residency and right to deletion

Encrypted

AES-256 at rest, TLS 1.3 in transit

Plans that scale with you

MonthlyAnnual
Starter
$0/month
For individuals and small projects
  • 10K traces per month
  • 3 agents maximum
  • 7-day data retention
  • Community support
Most popular
Growth
$49/month
For growing teams shipping agents
  • 2M traces per month
  • Unlimited agents
  • 90-day data retention
  • Budget alerts & Slack notifications
  • Priority support
Enterprise
Custom
For organizations at scale
  • Unlimited traces
  • SSO & RBAC
  • Custom retention policies
  • Dedicated infrastructure
  • White-glove onboarding

Frequently asked questions

No. Traces are captured asynchronously and sent in batches. Typical overhead is <5ms per request, with zero blocking calls in the critical path.
Under 5 minutes. Install the SDK, wrap your agent entry point, and you're tracing. No infrastructure changes required — TraceWolf runs as a managed service.
Yes, on Enterprise plans. We offer on-premises deployment and EU data residency options for compliance-sensitive workloads.
OpenAI, Anthropic, LangChain, LlamaIndex, CrewAI, Vercel AI SDK, and more. We auto-instrument popular libraries and provide a universal tracing API for custom integrations.
You'll receive an alert when you hit 80% of your monthly quota. You can upgrade anytime or let older traces age out based on your retention policy. No surprise shutdowns.

Stop guessing. Start seeing.

Join teams who trust TraceWolf to ship agents with confidence.