ActiveEdge

ActiveEdge

Cougaar Software
SWE-2

SWE-2

Cognition
+
+

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About

Cougaar Software, Inc.’s (CSI’s) ActiveEdge® is an intelligent decision support platform built on the Cognitive Agent Architecture (Cougaar)—an open source, distributed agent architecture. ActiveEdge® provides all the power of Cougaar and includes key extensions to simplify application development, increase agent functionality, and provide enhanced system capabilities. ActiveEdge® is designed to automate the human reasoning processes to provide advanced narrow Artificial Intelligence (AI) solutions to some of the worlds most challenging problems – transforming massive amounts of data into usable knowledge and ultimately, timely and effective decisions. In addition, ActiveEdge® provides advanced execution monitoring and collaborative decision support. CSI’s goal is to provide a next-generation cognitive computing platform for building intelligent systems – systems that understand the situation and support users with reasoning and automation.

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

Anyone looking for an Integration software

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

No information available.
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

Cougaar Software
Founded: 2001
United States
www.cougaarsoftware.com

Company Information

Cognition
Founded: 2023
United States
cognition.com

Alternatives

Alternatives

Tungsten RPA

Tungsten RPA

Tungsten Automation
GPT-5.6 Sol

GPT-5.6 Sol

OpenAI
SWE-1.7

SWE-1.7

Cognition
Qwen3.6-Plus

Qwen3.6-Plus

Alibaba
SWE-1.6

SWE-1.6

Cognition

Categories

Categories

Integration Features

Dashboard
ETL - Extract / Transform / Load
Metadata Management
Multiple Data Sources
Web Services

Integrations

.NET
C
C++
CSS
Cerebras
Devin
Go
JSON
Kotlin
Kubernetes
MATLAB
Objective-C
PHP
PowerShell
Ruby
Rust
Scala
Solidity
Swift
Terraform

Integrations

.NET
C
C++
CSS
Cerebras
Devin
Go
JSON
Kotlin
Kubernetes
MATLAB
Objective-C
PHP
PowerShell
Ruby
Rust
Scala
Solidity
Swift
Terraform
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