Infrastructure for understanding agent behavior

Run controlled experiments at scale to understand how your agents reason, use tools, recover from failure, and behave across thousands of sessions — with full trace-level visibility into every decision.

Evaluation Engine

A comprehensive platform that manages the full lifecycle of agent experiments — from trace capture to behavioral analysis.

By decoupling the analysis logic from the execution environment, the platform allows teams to iterate on agent architectures with reproducible, verifiable results.

01

Massive Concurrency

Run 100+ parallel agent sessions simultaneously, with a system designed to scale to thousands of concurrent jobs.

02

Isolated Execution

Run agents in secure, sandboxed environments — ensuring every session is isolated and reproducible.

03

Intelligent Orchestration

Platform automatically manages the process of dispatching tasks, capturing traces, and gathering results.

Environments

Pre-configured environments for agent analysis. Start immediately with industry benchmarks or bring your own data.

01

Industry Benchmarks

Pre-configured environments for software engineering (SWE-bench Pro, Terminal Bench), customer support, document processing, and other domains. Ready for immediate use.

02

The Context Lab Environments

Production-realistic scenarios designed by our team — enterprise workflows, multi-system integrations, and complex multi-step tasks that mirror real operating conditions.

03

Private Environments

Securely integrate your own data, workflows, and tool configurations for analysis in fully isolated environments.

Behavior Analytics

Trace-driven intelligence for understanding agent behavior in depth. The platform analyzes full execution traces across six behavioral dimensions — intent understanding, reasoning, tool use, goal pursuit, recovery, and consistency — and surfaces patterns, root causes, and concrete improvement suggestions.

Learn more about Behavior Analytics

Performance at Scale

100+

High Throughput

Support for 100+ concurrent sessions per run.

<10s

Rapid Deployment

Deploy sessions in seconds across global cloud infrastructure.

API

Seamless Integration

A developer-first API and CLI designed to fit into your existing workflows and pipelines.

Ready to understand your agents at scale?

Start a conversation