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What is Terracotta?

Terracotta Server Platform is a distributed in-memory data management solution that serves as the foundation for Terracotta clusters and products such as Ehcache and TCStore. It gives development and infrastructure teams a way to add clustered caching and shared server-side storage to Ehcache deployments. A Terracotta Server Array can be configured as a basic two-node system or expanded into a larger multi-node setup to support higher capacity, stronger performance, and deeper failover coverage. The platform is built to manage large amounts of in-memory data and can handle far more memory than many traditional data grid approaches. Terracotta Server supports scalability without complex configuration by allowing teams to add server instances as demand increases. Its high availability capabilities help maintain uptime through instant failover, while Terracotta HealthChecker provides configurable inter-node monitoring. Automatic node reconnection allows temporarily disconnected server instances and clients to rejoin the cluster without manual intervention. Getting started involves downloading the Terracotta Server through the clustered Ehcache kit or Docker image, starting the server, and connecting an Ehcache client through Java or XML configuration. Developers can define clustered dedicated resources, use off-heap memory, and test cache operations by putting and retrieving key-value data through a clustered cache manager. The platform requires JDK 17 or higher and is freely available under the Apache Public License 2.0. Terracotta Server Platform is built for teams that need scalable, reliable, and high-performance distributed caching across clustered Java application environments.

What is Akka?

Akka is an enterprise runtime and agentic AI platform built for organizations that need complex systems to stay reliable in production. The platform is based on years of production use across high-scale domains such as payments, banking, streaming, real-time analytics, long-running workflows, digital twins, edge relays, and distributed device coordination. Akka’s core runtime uses actor-based concurrency, clustering, in-memory state, sharding, event sourcing, durable execution, real-time streaming, backpressure, and active-active high availability. These capabilities support applications that need low-latency processing, resilient workflows, reliable message handling, replayable state, and recovery across node failures. Akka’s Agentic AI Platform applies the same reliability model to production AI systems, including agents, tools, orchestrations, integrations, memory, APIs, streaming, safeguards, evaluations, human approvals, and audit trails. Teams can use Akka Specify to turn functional requirements into versioned AI service specifications, while governance teams define risk controls, approval boundaries, evaluation matrices, and evidence requirements. Akka then generates, tests, runs, and certifies AI systems against both the development contract and the safeguard contract. Akka Verify helps validate what is actually running, prove conformance, and improve systems using production data. The platform is positioned as an alternative to stitching together separate frameworks, hyperscalers, memory tools, orchestration engines, guardrails, observability stacks, and governance products. Akka also emphasizes predictable annual pricing, cloud freedom, sovereign deployment options, 24/7 SRE support, active-active HA/DR, and enterprise-grade reliability commitments.

Media

Media

Integrations Supported

FF4J

Integrations Supported

AWS Marketplace
Dash
New Relic
Sematext Cloud

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Not specified

Training Options

Documentation Hub

Company Facts

Organization Name

Terracotta

Company Website

www.terracotta.org

Company Facts

Organization Name

Akka

Date Founded

2011

Company Location

United States

Company Website

akka.io

Categories and Features

Data Management

Not specified

Key-Value Databases

Not specified

Categories and Features

Agentic AI

Not specified

Digital Twin

Not specified

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