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What is Laguna M.1?

Laguna M.1 is recognized as Poolside's premier model for agentic coding, meticulously designed in-house to optimize software development processes. This sophisticated model incorporates 225 billion parameters and employs a Mixture of Experts architecture with 23 billion parameters activated, all trained on a colossal dataset of 30 trillion tokens using a network of 6,144 NVIDIA H200 GPUs. Poolside committed to developing Laguna M.1 from the ground up, utilizing proprietary data, a specialized training codebase, and an asynchronous on-policy reinforcement learning strategy within its agent framework, all specifically oriented towards agentic coding applications. The model's architecture is crafted to deliver top-tier performance within Poolside's coding agent, empowering it to adeptly reason through programming tasks, engage with an array of tools, modify code, run tests, and support extensive autonomous development sessions. Tailored for developers and teams facing complex coding obstacles, Laguna M.1 boasts enhanced capabilities in reasoning, understanding architecture, managing terminal actions, and executing multi-step processes, far exceeding the abilities of lighter models. Overall, its comprehensive feature set establishes it as an indispensable tool for professionals immersed in high-stakes software projects, making it a vital component in the landscape of agentic coding solutions.

What is KAT-Coder-Pro V2?

KAT-Coder is an advanced AI coding solution that goes beyond traditional autocomplete features by enabling a thorough software development workflow that incorporates reasoning, planning, and execution. This innovative system is recognized as the leading coding model in the KAT ecosystem, designed specifically for "agentic coding," which empowers the model to generate code snippets while also diagnosing issues, proposing solutions, performing tests, and refining various files throughout an ongoing development cycle. Through its seamless integration into developer environments via API endpoints and proxy layers compatible with tools like Claude Code, developers can retain their familiar workflows without the need to change their interfaces. KAT-Coder utilizes a sophisticated multi-stage training pipeline that merges supervised fine-tuning with extensive reinforcement learning, allowing it to understand programming contexts and effectively manage complex tasks. As a result, KAT-Coder significantly boosts productivity and equips developers with the freedom to concentrate on the more creative elements of their projects. Moreover, its adaptive capabilities ensure that developers can continuously improve their coding practices, which leads to even more innovative solutions.

Media

Media

Integrations Supported

OpenClaw
Agent Client Protocol (ACP)
Cline
Hermes Agent
Hugging Face
IntelliJ IDEA
Nous Portal
Ollama
OpenAI Codex
OpenCode
OpenRouter
Poolside
Roo Code
Visual Studio Code
Zed

Integrations Supported

OpenClaw
Claude
Claude Duet
Claude for Legal
MiniMax
OpenAI

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Version

Pricing Information

$0.30 per month
Free Version

Supported Platforms

Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars

Training Options

Documentation Hub

Company Facts

Organization Name

Poolside

Date Founded

2023

Company Location

United States

Company Website

www.poolside.ai/models

Company Facts

Organization Name

StreamLake

Company Location

United States

Company Website

www.streamlake.ai/product/kat-coder

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

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