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What is omp?

omp (oh my pi) is an open-source AI coding agent and developer platform created to provide a deeply integrated environment for AI-assisted software engineering across local and cloud-based workflows. Rather than functioning as a standalone chatbot, the platform connects AI models directly to code editors, language servers, debuggers, shells, browsers, version control systems, memory stores, and development utilities through a unified toolset. It supports more than 40 AI providers, enabling developers to work with cloud APIs, subscription-based coding models, self-hosted language models, and local AI runtimes from a single interface. The platform includes advanced development features such as structural code editing, AST-based refactoring, integrated debugging through the Debug Adapter Protocol, persistent Python and JavaScript execution environments, browser automation, and semantic code analysis using language server integration. Developers can orchestrate parallel AI subagents, collaborate through encrypted live coding sessions, manage durable project memory, and automate complex engineering workflows without switching between multiple applications. omp introduces specialized technologies such as Hashline content-aware editing, deterministic Snapcompact context compression, time-traveling stream rules, GitHub filesystem integration, workflow orchestration, and intelligent memory management to improve coding quality while reducing AI token consumption. The platform also provides built-in tools for web search, code review, browser control, GitHub operations, image generation, speech synthesis, document handling, and knowledge retrieval within the same development environment. A high-performance native Rust engine powers searching, file operations, syntax analysis, shell execution, image rendering, and workspace management across Windows, macOS, and Linux without relying heavily on external utilities.

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

GLM-5.3-Flash
Alibaba AI Coding Plan
Anthropic
Cerebras
Fireworks AI
Git
Google Antigravity
Grok
Groq
JavaScript
Kimi
Kimi Code
Ollama
OpenAI
OpenCode
Python
Wafer
Xiaomi MiMo
ZenMux
vLLM

Integrations Supported

GLM-5.3-Flash

API Availability

API Availability

Pricing Information

Free
Open source
Free Version

Pricing Information

Pricing not provided

Supported Platforms

Windows
Mac
Linux

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

omp

Company Location

United States

Company Website

omp.sh/

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

deepseek.com/harness/en/

Categories and Features

AI Coding Agents

Not specified

Browser Automation

Not specified

Categories and Features

Agentic AI

Not specified

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