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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 DeepSeek Harness?

DeepSeek Harness is an adaptable open-source framework designed to empower AI agents in navigating complex real-world environments by improving their contextual awareness, tool application, and task management capabilities. By leveraging the Cordis plugin architecture, users can select, alter, and reconfigure various functionalities without needing to change the core source code. Each plugin plays a vital role, offering essential components such as models, tools, skills, and session management, while Cordis facilitates the smooth integration of these plugins along with their dependencies, services, and event management. An append-only session log meticulously records details from each execution, capturing system prompts, reasoning mechanisms, tool engagements, outcomes, subagent scheduling, and context modifications. Developers can utilize the Trajectory view to scrutinize these logs, which are organized by source, and can also employ features like resume, fork, search, and replay that work effortlessly with the same event stream. This organized methodology not only improves troubleshooting but also significantly boosts the overall effectiveness of AI development and its subsequent deployment. Additionally, the framework's flexibility ensures that it can evolve alongside advancements in AI technology, making it a robust choice for developers in the field.

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

DeepSeek
DeepSeek -V4.1-Flash
DeepSeek-V4-Flash
DeepSeek-V4-Pro
GLM-5.3-Flash

API Availability

Has API

API Availability

Pricing Information

$20 per month
Free Version

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / 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

DeepSeek

Date Founded

2023

Company Location

China

Company Website

deepseek.com/harness/en/

Categories and Features

Agentic AI

Not specified

Categories and Features

Agentic AI

Not specified

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