Kimi Work

Kimi Work

Moonshot AI
SWE-2

SWE-2

Cognition
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+

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About

Kimi Work is a desktop AI productivity platform developed by Moonshot AI that acts as an intelligent local agent for knowledge workers. The application connects directly to local files, automates workflows, and performs browser-based tasks through its WebBridge automation capabilities. Users can delegate research, data collection, document generation, and repetitive tasks while Kimi Work executes them autonomously in the background. The platform includes scheduled task automation, allowing workflows, scripts, and AI-driven processes to run automatically at specified times. Kimi Work also supports agent collaboration through its Agent Swarm technology, enabling multiple specialized AI agents to work together on complex projects. By combining local file access, automation, web interaction, and AI-powered productivity tools, Kimi Work helps users streamline research, analysis, and knowledge work activities.

About

SWE-2 is Cognition’s advanced coding model designed to improve software engineering performance while reducing the cost of agentic coding workflows. The model is post-trained from Kimi K3 and uses reinforcement learning to optimize multiple reasoning-effort levels within a single training run. SWE-2 is designed to explore codebases more selectively, begin implementation sooner, and complete tasks with fewer redundant reads and reasoning steps than earlier Cognition models. Its capabilities include code generation, debugging, test creation, verification, repository analysis, and complex terminal-based software engineering tasks. The model also emphasizes stronger engineering judgment, end-to-end test coverage, instruction following, and evidence-based verification of user assumptions. SWE-2 is available through Devin Desktop and Devin CLI, with broader rollout planned across Devin Web and Fusion.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Kimi Work is ideal for knowledge workers, analysts, researchers, finance professionals, business teams, and productivity-focused users seeking an AI-powered desktop assistant for workflow automation, research, and task execution

Audience

Software developers, engineering teams, AI coding agent users, DevOps professionals, and organizations that need capable agentic software engineering with lower execution cost and more efficient reasoning

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$19/month
Free Version
Free Trial

Pricing

$20/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5

Pros & Cons from Real Users

Pros

  • The biggest thing that stands out is the cost-performance balance. SWE-2 is not just trying to top one benchmark; it is trying to get very close to frontier coding performance at a much lower cost. For developers, that matters a lot. Coding agents can burn through tokens quickly when they are reading files, making edits, running tests, and iterating. A model that performs near the top while being meaningfully cheaper is much easier to use every day. I also like that SWE-2 seems built for real software engineering workflows, not just isolated code snippets. The strong DeepSWE and Terminal-Bench results make it especially interesting for repo-level tasks, debugging, tool use, and longer agent runs.

Cons

  • Benchmarks are useful, but real projects bring messy architecture, flaky tests, undocumented behavior, and weird edge cases.

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Moonshot AI
Founded: 2023
China
www.kimi.com/products/kimi-work

Company Information

Cognition
Founded: 2023
United States
cognition.com

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Categories

Categories

Integrations

Python
C
CSS
Cerebras
Devin Desktop
Go
JavaScript
Kimi K2.7 Code
Kotlin
Microsoft Excel
Objective-C
PowerShell
R
Ruby
Rust
SQL
Solidity
Terraform
TypeScript
YAML

Integrations

Python
C
CSS
Cerebras
Devin Desktop
Go
JavaScript
Kimi K2.7 Code
Kotlin
Microsoft Excel
Objective-C
PowerShell
R
Ruby
Rust
SQL
Solidity
Terraform
TypeScript
YAML
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