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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
Integrations
.NET
No
C
No
C#
No
C++
No
Devin Desktop
No
Go
No
Kubernetes
No
Objective-C
No
PHP
No
PowerShell
No
Integrations
.NET
Yes
C
Yes
C#
Yes
C++
Yes
Devin Desktop
Yes
Go
Yes
Kubernetes
Yes
Objective-C
Yes
PHP
Yes
PowerShell
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