Know Exactly Why Your
Agent Failed

Every tool call, every context change, every decision — captured and replayable. Debug production agents in seconds, not hours.

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Zero Code Changes
Cancel Anytime

Agents Are Black Boxes in Production

Without proper observability, you are flying blind. Most agent failures go completely uninvestigated.

87%

of agent failures go uninvestigated due to lack of visibility into what happened

2.4 hrs

average debugging time per incident when teams try to investigate manually

0%

of agent deployments have replay capability — the most critical debugging feature

How AgentLens Works

1

Point Your API Through AgentLens

Change your API endpoint from OpenAI to AgentLens. No code changes, no SDK. Takes 30 seconds.

2

Every Step Is Captured

Full message history, token counts, tool calls, and context snapshots — all stored automatically.

3

Debug in Seconds

Use trace viewer, context diff, and session replay to find exactly what went wrong.

Everything You Need to Run Agents with Confidence

A complete observability stack built specifically for AI agents, not generic software.

Trace Viewer

Full step-by-step visibility into every agent run. Expand any message, copy content, see token counts.

Context Diff

Compare any two runs side-by-side. See exactly what changed between successful and failing executions.

Session Replay

Replay any past session with optional message injections. Test fixes without touching production.

Cost Attribution

Know exactly how much each agent, run, and feature costs. Set budget alerts to avoid surprises.

Alerting

Get notified when cost, error rate, or token usage spikes. Slack or email — you choose.

API Access

RESTful API to query traces, manage agents, and integrate with your existing tooling.

See a Trace in Action

Every step of your agent run, captured and organized. Click to expand any message.

trace_a1b2c3d4Erroremail-agent
3.2s12,450 tokens$0.42
0
system2,100 tokens

You are an email assistant that helps users manage their inbox...

1
user85 tokens

"Delete all emails from news@example.com before March 2024"

2
llm-callgpt-4o4,200 in / 1,800 out

I need to use the email API to search for and delete emails. Let me start by...

3
tool-callsearch_emails
{ "from": "news@example.com", "before": "2024-03-01" }
4
errorAPI rate limit exceeded

Error: 429 - Too Many Requests. The email API rate limit was hit after 5 calls.

Simple, Transparent Pricing

Start free for 14 days. No credit card required.

Starter

Perfect for getting started with agent observability

$99/month
  • 1 agent
  • 10K traces/mo
  • 7-day retention
  • Basic trace viewer
  • Email support
  • Context diff
  • Session replay
  • Alerting
  • Cost attribution
Get Started
Most Popular

Growth

For teams scaling their agent deployments

$249/month
  • 5 agents
  • 100K traces/mo
  • 30-day retention
  • Context diff
  • Session replay
  • Alerting
  • Cost attribution
  • Priority support
Start Free Trial

Pro

Unlimited scale with advanced features

$499/month
  • Unlimited agents
  • Unlimited traces
  • 90-day retention
  • Context diff
  • Session replay
  • Alerting
  • Cost attribution
  • Anomaly detection
  • API access
  • Dedicated support
Get Started

Why AgentLens?

Purpose-built for agents, not adapted from generic APM tools.

FeatureAgentLensLangSmithDatadogCustom
Context Diff
Session Replay
Cost Attribution
Zero Integration
Alerting

Frequently Asked Questions

Ready to See Inside Your Agents?

Start your 14-day free trial today. No credit card required.