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DeepSeek Harness

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Open-source agent harness where everything is a plugin — models, tools, sandbox, and UI are all swappable

Coding Agents Open Source

Released

2026-08

Country

China

API

N/A

Self-Host

Yes

GitHub Stars

179,000

Last Updated

2026-08

About DeepSeek Harness

DeepSeek Harness — `dsh` — is the open-source agent harness released by DeepSeek in August 2026, and its defining idea is radical composability: everything is a plugin. The model provider, the sandbox, the tool set, session storage, the Web UI, and even the agent loop itself are all plugins loaded into a Cordis-based runtime (Cordis is a composable-plugin framework from the cordiverse project). Any layer can be replaced or extended without forking the harness. You can try it in seconds — `npx @deepseek-ai/dsh web` starts a local-first Web UI on port 3080 — and it also runs headless for automation. Plugins declare a `dsh.bundle` manifest and install with a single command into a named profile (`dsh plugin --profile web add <plugin-name>`), and they can come from npm packages, GitHub repositories, tarballs, or local directories. The ecosystem response has been explosive: the official repository passed 179,000 GitHub stars in its first week, and the community `dsh-plugin` topic grew past 6,000 repositories in that same week, spanning model routers, memory systems, cost meters, IM integrations, full IDE workbenches, and desktop-pet skins. Multiple community catalogs (DSH Get, dsh-suite, several awesome lists) index thousands of plugins, and in-app plugin stores exist as plugins themselves. It is currently a developer preview — the README states plainly that there will be compatibility-breaking changes — and there is no official curated plugin store yet, so third-party plugins (which are executable code) need manual vetting. For developers who want an open-source, local-first, deeply hackable coding agent with native DeepSeek V4-generation model access at extremely low API prices, dsh is the most consequential entrant since Claude Code.

Verdict

The most modular coding agent ever shipped — an MIT-licensed, local-first harness where literally everything is a plugin, riding the fastest ecosystem growth the category has seen. The developer-preview status and unvetted plugin ecosystem demand caution, but for developers who want to own and reshape their agent stack, nothing else comes close.

Features

Everything-is-a-plugin architecture — models, tools, sandbox, session store, UI, and agent loop are all swappable
Cordis-based composable runtime (spatiotemporal composability paradigm)
Local-first Web UI from a single command: npx @deepseek-ai/dsh web
Headless mode for automation and scripted runs
One-command plugin installs into named profiles (dsh plugin --profile web add)
Bring-your-own model providers, including local models via community plugins
6,000+ repository community plugin ecosystem within its first week

Detailed Ratings

Ease of Use
7.5
Value for Money
9.5
Features
9.0
Support
7.0
Performance
8.0
Overall Rating
8.4 /10

Pros & Cons

Pros

  • Every layer is replaceable without forking — no other major coding agent is this modular
  • MIT-licensed and local-first: runs on your machine, your code and sessions stay local
  • Explosive momentum — 179k GitHub stars in the first week and a plugin ecosystem already numbering in the thousands
  • Native DeepSeek V4-generation models at extremely low API cost
  • Zero-install trial via npx; Web UI and headless from the same tool

Cons

  • Developer preview — the project explicitly warns of compatibility-breaking changes
  • No official curated plugin store yet; third-party plugins are executable code that you must vet yourself
  • Documentation is young and iteration is fast — guides go stale quickly
  • Plugin quality varies wildly in an ecosystem moving this fast

Use Cases

A fully hackable, open-source coding agent you can reshape per project via pluginsSwapping model providers, sandboxes, or the UI without maintaining a forkCost-controlled autonomous coding on DeepSeek V4-generation modelsBuilding custom harness components (tools, memory, routing) on the Cordis plugin APILocal-first agent workflows where code and sessions must never leave the machine

Who Is It For?

Developers who want an open-source, local-first coding agent they can reshape at every layer — model, sandbox, tools, memory, UI — via plugins

#open-source#coding-agent#harness#plugin-architecture#cordis#deepseek#local-first#web-ui

Pricing Plans

Open Source

Free
  • MIT license — full harness, Web UI, and headless mode
  • Plugin system with profiles
  • Self-hosted, local-first

LLM API Costs

Usage-based /BYOK
  • Pay your chosen model provider
  • DeepSeek V4-generation models at low API prices
  • Local models via community plugins (e.g. Ollama) run free

Frequently Asked Questions

What is DeepSeek Harness (dsh)?

DeepSeek Harness is DeepSeek's open-source agent harness for coding. Its defining idea is "everything is a plugin": the model provider, sandbox, tool set, session storage, Web UI, and even the agent loop are all plugins running on the Cordis composable runtime, so any layer can be replaced or extended without forking.

Is DeepSeek Harness free?

Yes — the harness is MIT-licensed open source. You run it locally (`npx @deepseek-ai/dsh web`) and pay only for the LLM API usage of whichever model provider you configure. DeepSeek's own V4-generation models are among the cheapest frontier-quality options available.

How do I install plugins in dsh?

Plugins install into named profiles with `dsh plugin --profile web add <plugin-name>`. They can come from npm packages, GitHub repositories, tarballs, or local directories. Community plugins are typically discoverable via the GitHub `dsh-plugin` topic or community catalogs — always review the source first, since a plugin runs its code on your machine.

How does dsh compare to Claude Code or OpenCode?

dsh, Claude Code, and OpenCode are all agentic coding tools, but dsh is the only one where the entire stack — not just tools, but models, sandbox, storage, and UI — is a swappable plugin. Claude Code's strengths are frontier Claude models and deep codebase context; OpenCode's are 75+ provider support and build/plan agent modes. dsh's are radical composability, a local-first Web UI, and the fastest-growing plugin ecosystem of the three.

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Profiles are AI-assisted from public information — not independently hands-on tested.