Production Monitoring
for AI Agents

Catch agent drift before your users do. Detect silent regressions across every session, tool call, and LLM interaction.

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Integrates in minutes. Saves hours of debugging.
1
app.tryguardy.com/logs/session_9a8b
USER INPUT "How do I reset my password?"
TOOL CALL search_docs("password reset")
LLM RESPONSE Generating reply...
User Input Details 0.00s

timestamp: 2026-03-20 14:32:01

user_id: usr_77x91p

message: "How do I reset my password?"

{
  "context": "authenticated",
  "intent": "support_query",
  "sentiment": "neutral"
}
OBSERVE

Trace every agent session

Deep dive into every session - see exactly how your agents call tools, query LLMs, and respond to users. Track inputs, outputs, latency, and token costs at every step.

Start tracing sessions
2
Active Flags & Assertions
User Frustration Active

Detects repeated user prompts, ALL CAPS, or expressions of anger

24 hits today
Tool Schema Hallucination Active

Alerts when agent attempts to call a tool with invalid arguments

12 hits today
Goal Abandonment

User drops off immediately following an agent fallback response

EVALUATE

Flag regressions before users notice

Define automated assertions on agent outputs - catch hallucinations, tool failures, and quality drops across every deployment.

Set up evaluations
Prompt Experiment: Onboarding Flow Running since Mar 15 · 4,200 sessions
Variant A (Control)
Variant B (New) Winner
EVALUATE

A/B test prompts in production

Compare system prompts, models, and configurations side-by-side with statistical rigor. Know which variants drive better success rates and lower costs.

Run an experiment
3
#alerts-guardy
G
Guardy Bot APP

Spike in Tool Timeouts Detected

Agent: Customer Support Bot
Tool: fetch_user_billing
Impact: 45 sessions in last 10 mins
ACT

Get alerted when agents fail

Real-time Slack alerts when agents hit error spikes, tool timeouts, or unusual behavior patterns. Know about issues before your users report them.

Configure alerts
tools/billing.tsprompts/support.ts
42 async function fetchUserBilling(userId: string) {
43 try {
44 const res = await api.get(`/billing/` + userId);
G Guardy Insight

This endpoint is timing out because userId is frequently passed as undefined by the agent.

Suggestion: Add validation before API call.
45 return res.data;
46 } catch (e) {
ACT

Pinpoint failures in your code

Link agent failures directly to your source code. Identify the exact file and function causing the issue and apply fixes instantly.

See how resolution works

Simple, transparent pricing

Start for free, upgrade when you need more power.

Developer

$10/mo

Perfect for side projects and testing.

  • 10,000 traces / month
  • Basic evaluations
  • 7-day data retention
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Most Popular

Startup

$450/mo

For production AI applications.

  • 1,000,000 traces / month
  • Advanced evaluations
  • Automated issue grouping
  • 30-day data retention
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Enterprise

Custom

For large scale deployments.

  • Unlimited traces
  • Custom data retention
  • Dedicated support channel
  • VPC deployment options
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Start monitoring your agents today

Set up in minutes. Trace every session, catch regressions, and ship better agents - all from one dashboard.

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