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Description

ActiveEdge®, developed by Cougaar Software, Inc. (CSI), is an advanced decision support platform that is founded on the open-source Cognitive Agent Architecture known as Cougaar, which is inherently distributed and agent-based. This platform harnesses the robust capabilities of Cougaar while incorporating essential enhancements that streamline the development of applications, boost agent functionalities, and elevate system performance. ActiveEdge® aims to automate human reasoning processes, delivering sophisticated narrow Artificial Intelligence (AI) solutions to tackle some of the most complex global challenges, effectively converting vast quantities of data into actionable insights that facilitate prompt and informed decision-making. Furthermore, it features sophisticated execution monitoring and fosters collaborative decision-making efforts. Ultimately, CSI aspires to create a cutting-edge cognitive computing framework that empowers the development of intelligent systems—capable of comprehending various situations and assisting users through enhanced reasoning and automation. Such innovation is expected to significantly revolutionize how organizations manage and interpret data in real-time.

Description

SWE-2 is a software engineering model from Cognition built for agentic coding tasks that require strong performance at lower computational and monetary cost. It is post-trained from the Kimi K3 base model and extends Cognition’s earlier SWE-1.7 training approach with a new reinforcement learning method for jointly optimizing multiple reasoning-effort settings. Medium, high, and maximum effort modes provide different tradeoffs between speed, cost, exploration, and verification depending on task complexity. The model is trained to inspect only the parts of a codebase that are likely to matter, helping it reach implementation faster and reduce unnecessary exploration. SWE-2 can generate and modify code, run tests, analyze repositories, work through terminal tasks, and verify whether implementations satisfy user requirements. Cognition also reports improvements in end-to-end test creation, regression detection, instruction following, and re-deriving conclusions when challenged. Its training process incorporates cost-aware rewards, length-weighted reward baselines, expanded reinforcement learning environments, and hardened verifiers intended to improve both efficiency and reliability. SWE-2 is positioned as a cost-efficient alternative to larger frontier coding models while remaining competitive on software engineering benchmarks such as FrontierCode, DeepSWE, and Terminal-Bench. The model is available in Devin Desktop and Devin CLI and is being introduced to additional Cognition products including Devin Web and Fusion.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

.NET No 
C No 
C# No 
C++ No 
Devin Desktop No 
Go No 
Kubernetes No 
Objective-C No 
PHP No 
PowerShell No 
Python No 
R No 
Ruby No 
Rust No 
SQL No 
Scala No 
Solidity No 
Terraform No 
TypeScript No 
XML No 

Integrations

.NET Yes 
C Yes 
C# Yes 
C++ Yes 
Devin Desktop Yes 
Go Yes 
Kubernetes Yes 
Objective-C Yes 
PHP Yes 
PowerShell Yes 
Python Yes 
R Yes 
Ruby Yes 
Rust Yes 
SQL Yes 
Scala Yes 
Solidity Yes 
Terraform Yes 
TypeScript Yes 
XML Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$20/month
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Cougaar Software

Founded

2001

Country

United States

Website

www.cougaarsoftware.com

Vendor Details

Company Name

Cognition

Founded

2023

Country

United States

Website

cognition.com

Product Features

Integration

Dashboard No 
ETL - Extract / Transform / Load No 
Metadata Management No 
Multiple Data Sources No 
Web Services Yes 

Product Features

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Alternatives

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