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What is Wafer?

Wafer is transforming the landscape of enterprise AI by providing the fastest open-source LLMs, tailored for both serverless and dedicated inference specifically aimed at production workloads. Their serverless inference solution allows teams to leverage premium open models without the hassle of managing infrastructure or deployment issues, offering quick APIs like GLM-5.2-Fast, which minimizes latency through EAGLE speculative decoding and guarantees throughput under an SLA, alongside the standout GLM-5.2 model that excels in coding and reasoning capabilities. The cutting-edge technology from Wafer utilizes agents that optimize inference across the entire stack, effectively identifying and resolving bottlenecks in orchestration, algorithms, serving engines, GPU kernels, and various hardware configurations. This advanced system conducts a thorough profiling of the stack to ascertain whether latency or throughput problems stem from areas such as scheduling, decoding, memory pressure, or hardware compatibility, subsequently exploring multiple avenues to provide the most effective resolutions. Instead of relying on a single switch or heuristic, Wafer performs an exhaustive examination of various combinations of models, engines, kernels, and hardware to enhance overall performance. By continually honing these combinations, Wafer guarantees that enterprises can achieve maximum efficiency while making the most of open-source technologies, paving the way for unprecedented advancements in AI deployment. This dedication to innovation places Wafer at the forefront of the AI revolution, ensuring businesses remain competitive in a rapidly evolving digital landscape.

What is Kernel?

Kernel is a robust knowledge management platform that helps individuals convert their learning into organized, accessible insights by capturing them as atomic notes. These small notes, each linked to the original source, create a seamless and personalized system for building a second brain. With features like customizable source types, unlimited tags, and an easy-to-use folder structure, Kernel offers a flexible solution for managing everything from books and podcasts to personal experiences. The platform is designed for scalability, allowing users to grow and refine their knowledge base over time with powerful search functionality and organizational tools.

Media

Media

Integrations Supported

DeepSeek
GLM-5.1
GLM-5.2
OpenRouter
Qwen
Vercel AI Gateway
omp

Integrations Supported

DeepSeek
GLM-5.1
GLM-5.2
OpenRouter
Qwen
Vercel AI Gateway
omp

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Version
Free Trial Offered?

Pricing Information

$10 per user, per month
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Wafer

Company Location

United States

Company Website

www.wafer.ai/

Company Facts

Organization Name

Kernel Knowledge Management

Date Founded

2025

Company Location

Australia

Company Website

getkernel.co

Categories and Features

Categories and Features

Knowledge Management

Artificial Intelligence (AI)
Cataloging / Categorization
Collaboration
Content Management
Decision Tree
Discussion Boards
Full Text Search
Knowledge Base Management
Self Service Portal

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