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What is Oqoqo?

Oqoqo is an all-encompassing platform designed for the development of evaluations and customized benchmarks for practical tasks requiring agency, allowing teams to carry out extensive experiments in realistic environments through fully managed cloud services. Users are empowered to create private collections of tasks and assessment criteria, evaluating agents on their interactions with a variety of products, including skills, MCP servers, CLIs, SDKs, APIs, documentation, and files, while also enabling comparisons among agents, models, interventions, and levels of effort under controlled conditions. Each task is executed within its own distinct environment, equipped with the essential project state, context, files, tools, and credentials needed for seamless operation. Oqoqo carefully tracks every detail of each execution, recording commands, tool interactions, errors, files, and the specific moment when an agent fails, ultimately yielding metrics such as pass or fail outcomes, pass rates, improvements, token usage, and friction points. These insightful metrics allow teams to identify problems within product interfaces, tackle token inefficiencies, scrutinize performance differences, correct failures, and re-run experiments for additional refinement and learning. This ongoing process cultivates an atmosphere of continuous enhancement, ensuring that agents are perpetually refined for maximum effectiveness, while also fostering collaboration and knowledge sharing among team members. Such an environment not only improves agent performance but also drives innovation within the team.

What is Agent Assurance by TestMu AI?

Agent Assurance offers engineering teams a comprehensive solution to evaluate AI agents that perform actions using various tools, files, and APIs. This innovative product measures an agent's effectiveness by utilizing criteria based on real-world workflows, ensuring it achieves the intended tasks and produces expected results. Teams can utilize the Rook command-line interface to target an agent project, design both functional and adversarial testing scenarios, execute the agent, and subsequently assess the outcomes against predefined tools and actual results, including modified files, generated artifacts, and executed commands. Each evaluation criterion receives a status of Pass, Fail, or Unable to Verify, which helps teams pinpoint any criteria that have not been successfully validated. In addition, teams have the flexibility to run tests directly from a terminal or incorporate them into headless continuous integration workflows, allowing them to catch any behavioral discrepancies before deploying changes to the agents. This tool proves especially advantageous for developers dedicated to building coding, workflow, and back-office agents that effectively respond to user requests, thus enhancing the overall reliability and performance of AI solutions. Furthermore, by utilizing Agent Assurance, teams can ensure their AI agent development process adheres to the highest standards, ultimately leading to improved user satisfaction and operational efficiency.

Media

Media

Integrations Supported

Claude Code
Codex CLI
Cursor
GitHub Copilot
Grok Build
Hermes Agent
Model Context Protocol (MCP)
OpenClaw
OpenCode
Pi Agent

Integrations Supported

Agent Testing by TestMu AI
Kane CLI
KaneAI
LT Browser
SmartUI
TestMu AI

API Availability

Has API

API Availability

Pricing Information

$20 per month
Free Version

Pricing Information

$44/month
Starter costs $44 per unit per month with annual billing, or $49 per unit per month with monthly billing. Each unit includes 4,000 monthly credits and one concurrent scenario. The 14-day free trial includes 4,000 credits and up to four concurrent scenarios.
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Oqoqo

Date Founded

2026

Company Location

United States

Company Website

oqoqo.ai/

Company Facts

Organization Name

TestMu AI

Date Founded

2017

Company Location

United States

Company Website

www.testmuai.com/agent-assurance/

Categories and Features

Agentic AI

Not specified

Categories and Features

AI Testing Tools

Not specified

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