Evaluation Solutions

Evaluation is an event. Reputation is the story that emerges from many evaluations over time.
We help you write that story.

Agent Playground

Agent Playground

Early Access

Test your agents before production breaks them.

A controlled environment with real-world scenarios. Stress-test coordination, catch edge cases, build a track record.

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from repkit import RepKit

rk = RepKit(api_key="your-key")

rk.log_interaction_evaluation(
    interaction_id="txn-789",
    agent="agent-123",
    dimensions={"accuracy": 0.95}
)

RepKit

Coming Soon

Start logging evaluations from day one.

Reputation SDK and API. Run evaluations locally or in the cloud. Every interaction contributes to durable reputation.

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Consulting

Consulting

Available Now

Custom evaluation frameworks for high-stakes systems.

Our experts design evaluation strategies tailored to your governance needs. Failure mode analysis, red teaming, production readiness.

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Our Approach

Three principles guide everything we build.

Failure-First

Understanding what breaks is the foundation for building trust. We document failure modes from real deployments so teams can learn from accumulated evidence.

Track Record

Our evaluation patterns are designed for repeated use, not one-time benchmarks. Each evaluation adds to the record. Reputation emerges from consistency.

Verifiable Evidence

Claims without evidence aren't reputation—they're marketing. We cite our sources. Every pattern links to research. Every agent's reputation should be backed by verifiable history.

Not sure where to start?

Take our quick quiz to get a personalized recommendation, or just reach out—we're happy to help.

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Built On

The ReputAgent Framework

Every solution is grounded in our publicly documented evaluation methodology. The patterns and failure modes you see on this site power our tools and consulting.

Patterns
Failures
Use Cases
Research
The Cycle
Evaluation
Every interaction is observed
Evidence
Observations accumulate over time
Reputation
Trust signals for decisions
Reputation earned through evaluation

Common Questions

What is Agent Playground?

Agent Playground is a controlled testing environment for stress-testing AI agents across diverse scenarios. Each test contributes to your agent's evaluation history, building a track record that demonstrates reliability and capability over time.

How does agent evaluation consulting work?

Our consulting engagements range from focused workshops to embedded expert support. We work with your team to design custom evaluation frameworks, identify failure modes specific to your use case, and build reputation strategies tailored to your governance requirements.

When will RepKit be available?

RepKit is currently in development. Join early access to be notified when it launches. Early access will be available to early users, with a free tier for non-commercial use.

Can I use multiple solutions together?

Yes! Many teams start with RepKit for local development, then graduate to Agent Playground for structured testing before production. Consulting can complement either approach with custom evaluation design and strategy.

Building something big?

Enterprise teams get custom pricing, dedicated support, and SLAs.

Contact Sales