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30 changes: 17 additions & 13 deletions README.cn.md
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Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down
30 changes: 17 additions & 13 deletions README.md
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
Loading
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emrg: add DeepSeek Harness to vs-the-competition comparison table by argszero · Pull Request #887 · argszero/emrg · GitHub
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emrg: add DeepSeek Harness to vs-the-competition comparison table#887

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Aug 20, 2026
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#887
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30 changes: 17 additions & 13 deletions
README.cn.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI 

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down

30 changes: 17 additions & 13 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
Loading

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emrg: add DeepSeek Harness to vs-the-competition comparison table by argszero · Pull Request #887 · argszero/emrg · GitHub
Skip to content
emrg: add DeepSeek Harness to vs-the-competition comparison table#887

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 Merged

argszero
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Aug 20, 2026
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emrg: add DeepSeek Harness to vs-the-competition comparison table
#887
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30 changes: 17 additions & 13 deletions
README.cn.md

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI 

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down

30 changes: 17 additions & 13 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
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emrg: add DeepSeek Harness to vs-the-competition comparison table by argszero · Pull Request #887 · argszero/emrg · GitHub
Skip to content
emrg: add DeepSeek Harness to vs-the-competition comparison table#887

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 Merged

argszero
merged 1 commit into

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Aug 20, 2026
 Merged


emrg: add DeepSeek Harness to vs-the-competition comparison table
#887
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30 changes: 17 additions & 13 deletions
README.cn.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI 

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down

30 changes: 17 additions & 13 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
Loading

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// Strip utm_, fbclid, gclid, etc. from all links on page
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try {
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var __re = new RegExp('^' + "youtube\\.com" + '
emrg: add DeepSeek Harness to vs-the-competition comparison table by argszero · Pull Request #887 · argszero/emrg · GitHub
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emrg: add DeepSeek Harness to vs-the-competition comparison table#887

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#887
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30 changes: 17 additions & 13 deletions
README.cn.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI 

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down

30 changes: 17 additions & 13 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
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if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
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observer.observe(document.body, { childList: true, subtree: true });
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}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
emrg: add DeepSeek Harness to vs-the-competition comparison table by argszero · Pull Request #887 · argszero/emrg · GitHub
Skip to content
emrg: add DeepSeek Harness to vs-the-competition comparison table#887

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 Merged

argszero
merged 1 commit into

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Aug 20, 2026
 Merged


emrg: add DeepSeek Harness to vs-the-competition comparison table
#887
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30 changes: 17 additions & 13 deletions
README.cn.md

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI 

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down

30 changes: 17 additions & 13 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
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el.style.position = 'static';
el.style.top = 'auto';
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observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
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} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
emrg: add DeepSeek Harness to vs-the-competition comparison table by argszero · Pull Request #887 · argszero/emrg · GitHub
Skip to content
emrg: add DeepSeek Harness to vs-the-competition comparison table#887

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 Merged

argszero
merged 1 commit into

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Aug 20, 2026
 Merged


emrg: add DeepSeek Harness to vs-the-competition comparison table
#887
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30 changes: 17 additions & 13 deletions
README.cn.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI 

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down

30 changes: 17 additions & 13 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
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emrg: add DeepSeek Harness to vs-the-competition comparison table by argszero · Pull Request #887 · argszero/emrg · GitHub
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Aug 20, 2026
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emrg: add DeepSeek Harness to vs-the-competition comparison table
#887
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30 changes: 17 additions & 13 deletions
README.cn.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ TUI 内：`Esc` 中断流式输出，`Ctrl+C` / `exit` 退出（配置与 GUI 

## 与竞品对比

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | ✅ |
| **自主进化** | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex 虽开源但无自进化——开源本身不是差异点，闭环进化才是。*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI 驱动编程 | ✅ | ✅ | ✅ | ✅ |
| 工具调用 (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| 会话记忆与上下文 | ✅ | ✅ | ✅ | ✅ |
| `/` 命令自动补全 | ✅ | ✅ | ✅ | ✅ |
| ESC 中断 | ✅ | ✅ | — | ✅ |
| 插件化架构 | ❌ | ❌ | ✅ *一切皆插件* | ❌ |
| 沙箱执行 | ❌ | ❌ | ✅ | ❌ |
| 子代理 | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *浏览器* | ✅ *Electron* |
| **自主进化** | ❌ | ❌ | ❌ | ✅ *全自动* |
| **后台守护进程** | ❌ | ❌ | ❌ | ✅ *持久运行* |
| **吐槽驱动自我改进** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **开源** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness 是插件化 agent harness，工程纵深强（沙箱、子代理、工作流）——但它不自我进化。EMRG 的差异点是闭环：自进化、持久后台守护进程、吐槽驱动改进。*

EMRG 不只是追赶——它自己追上来。

Expand Down

30 changes: 17 additions & 13 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -151,19 +151,23 @@ In the TUI: `Esc` interrupts streaming, `Ctrl+C` / `exit` quits (config is share

## vs. the competition

| | Claude Code | Codex | **EMRG** |
|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | ✅ |
| **Self-evolution** | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* |

> *Codex is open source but has no self-evolution — openness alone isn't the differentiator; closing the loop is.*
| | Claude Code | Codex | DeepSeek Harness | **EMRG** |
|---|---|---|---|---|
| AI-powered coding | ✅ | ✅ | ✅ | ✅ |
| Tool-calling (bash, read, write, edit, glob, grep) | ✅ | ✅ | ✅ | ✅ |
| Session memory & context | ✅ | ✅ | ✅ | ✅ |
| `/` command autocomplete | ✅ | ✅ | ✅ | ✅ |
| ESC interrupt | ✅ | ✅ | — | ✅ |
| Plugin architecture | ❌ | ❌ | ✅ *everything is a plugin* | ❌ |
| Sandboxed execution | ❌ | ❌ | ✅ | ❌ |
| Subagents | ❌ | ❌ | ✅ | ❌ |
| Web UI | ❌ | ❌ | ✅ *browser* | ✅ *Electron* |
| **Self-evolution** | ❌ | ❌ | ❌ | ✅ *autonomous* |
| **Background daemon** | ❌ | ❌ | ❌ | ✅ *persistent* |
| **Learns from rants** | ❌ | ❌ | ❌ | ✅ */rant → PR* |
| **Open source** | ❌ | ✅ *Apache-2.0* | ✅ *MIT* | ✅ *MIT* |

> *DeepSeek Harness is a plugin-based agent harness with deep engineering (sandboxing, subagents, workflows) — but it does not evolve itself. EMRG's differentiator is closing the loop: self-evolution, a persistent background daemon, and rant-driven improvement.*

EMRG doesn't just keep up — it catches up on its own.

Expand Down
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