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Framework

Cordis

Plugin framework that DeepSeek Harness is built on, enabling replaceable models, tools, sessions, sandboxes, storage and agent loops.

Current stories

buildOne report1 publisher

DeepSeek Harness lets a sandboxed agent escalate itself to full access via an unauthenticated API

DeepSeek Harness, DeepSeek's open-source agent runner, carries a 9.4-severity flaw that lets a sandboxed agent grant itself full access with one command. Its control API has no authentication and trusts a client-supplied Host header.

Publishers:dev.to

Reality

Evidence45
Adoption55
Hype gap+20
Incentives
Not scored
Confidence40
buildConfirmed3 publishers

DeepSeek packages its unaudited Harness agent runtime as a Windows and macOS desktop app

DeepSeek released its open-source Harness agent runtime as a Windows and macOS desktop app on September 30, so users no longer need a command line to run it. The agent edits local files and runs commands, so what each user exposes to it decides what it can touch and which provider sees it.

Perspective Coverage

3 publishers
Builder
Builder 43%
Operator
Operator 37%
Investor
Investor 20%

Reality

Evidence72
Adoption30
Hype gap+10
Incentives55
Confidence65
buildConfirmed4 publishers

DeepSeek open-sources the harness, then raises the price of the model

Harness v0.1 shipped under MIT on the same day V4-Pro went generally available, three days before peak pricing lands. The lock-in it targets is the runtime, not the weights.

Perspective Coverage

4 publishers
Builder
Builder 51%
Operator
Operator 31%
Investor
Investor 18%

Reality

Evidence55
Adoption
Not scored
Hype gap+25
Incentives70
Confidence58
buildOne report1 publisher

Moult keeps the old plugin generation serving until the replacement's setup returns

A registry that assigns a new plugin straight into the slot can leave a daemon without a capability when setup throws. Moult stages the candidate in a private scope, verifies it, commits atomically, then disposes the old generation.

Publishers:dev.to

Reality

Evidence45
Adoption
Not scored
Hype gap+20
Incentives80
Confidence40
buildOne report1 publisher

The agent harness is the product: DeepSeek ships a runtime that routes to its rivals

DeepSeek Harness is an MIT-licensed developer preview in which the model adapter, tool registry, session log and agent loop are all plugins. The interesting part is what that implies for evaluation.

Publishers:dev.to

Reality

Evidence42
Adoption12
Hype gap+28
Incentives55
Confidence38
buildOne report1 publisher

DeepSeek Harness makes the agent loop a plugin, so pick your seam before you write code

Four subsystems are all Cordis plugins at the pinned commit, which turns extension into an architecture decision. The same guide records GitHub at rc.8 and npm at rc.7.

Publishers:dev.to

Reality

Evidence44
Adoption14
Hype gap−6
Incentives34
Confidence48