Alternatives to Stategraph
Compare Stategraph alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Stategraph in 2026. Compare features, ratings, user reviews, pricing, and more from Stategraph competitors and alternatives in order to make an informed decision for your business.
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Couchbase
Couchbase
Couchbase’s operational data platform for AI is a scalable foundation for enterprise operational, analytical, mobile and AI workloads that replaces legacy infrastructure and data services. Bring your data to life in new ways with Couchbase’s enterprise data partnership: launch game-changing customer experiences, explore the infinite possibilities of AI, scale your global operations, and move your data from the cloud to the edge, and beyond. Couchbase’s operational data platform for AI eliminates fragmented tech stacks, so teams can stay innovative and agile, with less risk and lower cost of ownership. With enterprise partnership and scalable, AI-ready technology, Couchbase turns your data into the foundation for your next breakthrough. -
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DigitalOcean
DigitalOcean
The simplest cloud platform for developers & teams. Deploy, manage, and scale cloud applications faster and more efficiently on DigitalOcean. DigitalOcean makes managing infrastructure easy for teams and businesses, whether you’re running one virtual machine or ten thousand. DigitalOcean App Platform: Build, deploy, and scale apps quickly using a simple, fully managed solution. We’ll handle the infrastructure, app runtimes and dependencies, so that you can push code to production in just a few clicks. Use a simple, intuitive, and visually rich experience to rapidly build, deploy, manage, and scale apps. Secure apps automatically. We create, manage and renew your SSL certificates and also protect your apps from DDoS attacks. Focus on what matters the most: building awesome apps. Let us handle provisioning and managing infrastructure, operating systems, databases, application runtimes, and other dependencies.Starting Price: $5 per month -
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Terraform
HashiCorp
Terraform is an open-source infrastructure as code software tool that provides a consistent CLI workflow to manage hundreds of cloud services. Terraform codifies cloud APIs into declarative configuration files. Write infrastructure as code using declarative configuration files. HashiCorp Configuration Language (HCL) allows for concise descriptions of resources using blocks, arguments, and expressions. Run terraform plan to check whether the execution plan for a configuration matches your expectations before provisioning or changing infrastructure. Apply changes to hundreds of cloud providers with terraform apply to reach the desired state of the configuration. Define infrastructure as code to manage the full lifecycle — create new resources, manage existing ones, and destroy those no longer needed. -
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Goldsky
Goldsky
Check in every change you make. Swap versions via history to make sure your API’s running smoothly. With our subgraph-optimized pre-caching infrastructure, customers see up to 3x faster indexing with no code changes. Create streams with SQL from subgraphs and other streams, get persistent aggregations with no lag, and access the result through bridges. Sub-second, reorg-aware ETL to tools like Hasura, Timescale, Elasticsearch, and more. Merge subgraphs across multiple chains into one stream, and query expensive aggregations in milliseconds. Layer streams on streams, join with off-chain data, and form your unique real-time view of the blockchain. Run resilient webhooks, run analytical queries, fuzzy search, and more. Bridge streams and subgraphs to databases like Timescale and Elasticsearch, or straight a hosted GraphQL API. -
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RecallGraph
RecallGraph
RecallGraph is a versioned-graph data store - it retains all changes that its data (vertices and edges) have gone through to reach their current state. It supports point-in-time graph traversals, letting the user query any past state of the graph just as easily as the present. RecallGraph is a potential fit for scenarios where data is best represented as a network of vertices and edges (i.e., a graph) having the following characteristics: 1. Both vertices and edges can hold properties in the form of attribute/value pairs (equivalent to JSON objects). 2. Documents (vertices/edges) mutate within their lifespan (both in their individual attributes/values and in their relations with each other). 3. Past states of documents are as important as their present, necessitating retention and queryability of their change history. Also see this blog post for an intro - https://blog.recallgraph.tech/never-lose-your-old-data-again. -
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ops0
ops0
ops0 is the world's first AI Infrastructure Operator - making DevOps engineers 10x more productive. THREE AI AGENTS Infrastructure Agent - Discover unmanaged AWS resources and auto-generate Terraform. Turn months of migration into hours. Configuration Agent - Describe infrastructure in plain English. Get production-ready Terraform, Ansible, or Kubernetes manifests. Operations Agent - Hive monitors Kubernetes 24/7. Detect incidents, analyze logs, suggest fixes before outages happen. CAPABILITIES Infrastructure as Code, Configuration Management, Kubernetes Operations, Policy & Compliance, Workflow Automation, Resource Graph, Multi-Cloud (AWS, GCP, Azure).Starting Price: $250/month -
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Ariga
Ariga
Define the desired schema of your database in a familiar and declarative syntax. Our open-source engine automatically generates migration plans that are verified during your team’s existing CI pipeline and safely deployed to production. Our platform rigorously simulates and analyzes each proposed change during your team’s existing CI flow to ensure no one accidentally breaks the database. Catch destructive changes, backward-incompatibility issues, accidental table locks and constraint violations way before they reach production. Deploy database schema changes as part of your continuous delivery pipelines with our Terraform or Helm integrations. Using our platform, you can safely execute changes that cannot be completely verified during CI, as they depend on the data in the target database. -
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Oracle Cloud Infrastructure (OCI) Resource Manager is an Oracle-managed service that automates deployment and operations for all Oracle Cloud Infrastructure resources. Unlike Infrastructure-as-Code (IaC) offerings from other cloud vendors, the service is based on Terraform, a widely used, open source industry standard that allows DevOps engineers to develop and deploy their infrastructure anywhere. IaC allows repeatable deployments of configurations, increasing developer productivity. For auditing, Resource Manager tracks changes to infrastructure by users and timestamps. Explore an architecture and Terraform configuration for using Oracle Autonomous Data Warehouse and Oracle Analytics Cloud to optimize data management.
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Cluster.dev
Cluster.dev
Cluster.dev, the only manager for cloud-native infrastructures. Combine the power of all your infrastructure tools. Create platform-as-a-service for your teams. Customize your projects and infrastructures. Observe changes and the state of your infrastructure in a single place, your Git repo. Use a common solution for all types of changes. Forget about manual runbooks and CI/CD magic. You deserve to have an overview of all your infrastructure in a single place! Confidence in infrastructure changes. Be sure that your tools are doing what you expect them to do. Everything in Cluster.dev has a state. Even scripts and k8s manifest. Security, and independence from third-party vendors. Pass secrets to third-party tools even if they don't support your secrets store. Customization for every piece of infrastructure. With its amazing template engine, Cluster.dev allows you to customize configs, scripts, manifests, Terraform code, and whole infrastructures. -
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Constellation
ShiftinBits Inc
Graph-backed code intelligence for your AI assistant. Constellation turns your codebase into a queryable knowledge graph, giving AI assistants the structural understanding they need to reason about real software — not just the plain text. Why Constellation? Text search tells you where a string appears, *everywhere* that string appears. Constellation tells you the exact location of the symbol in question, what it means, what calls it, and what breaks if you change it. Before your assistant edits a function, it can ask: - Where is this defined, and where is it used across the codebase? - What's the blast radius of this change? - Which modules have circular dependencies or dead code? - How does data flow through the call graph? Answers come from a semantic graph, not a grep loop. One Tool, Countless Capabilities A single `code_intel` tool exposes a rich JavaScript API as a "Code Mode" tool, allowing AI agents to craft complex composite queries.Starting Price: $29.99/month -
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NexaStack
NexaStack
Provide resources according to the requirement and scale with ease. Plan and Implement your Infrastructure as code with the same workflow across multiple cloud providers. Automated configurations and pipelines, for standardization and decreased configuration drift. Creates a code Git-based source code repository for each workflow facilitating Infrastructure audibility. Supports for Terraform, Ansible, Helm features to empower teams to build and provision highly efficient Infrastructure. Connect ready-made modules to configure in the workflows of IaC. Enterprises minimize issues at deployment, safety prospects and decrease configuration drift with NexaStack. Empowers enterprises to minimize issues at deployment and faster time to production. Effortless Infrastructure Audit and Decreased Configuration Inconsistency. Faster time to Setup Infrastructure and scale resources effortlessly.Starting Price: $20 per month -
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Lightlytics
Lightlytics
The ability to confidently deploy and continuously operate cloud infrastructure is the competitive advantage your team needs today. Know the impact of your code so you can eliminate critical mistakes before they are deployed by continuously simulating changes as part of the GitOps flow. Lightlytics will visualize a context-driven risk analysis on how your cloud environment will be impacted with every configuration change. Reduce the time it takes to review Terraform code changes and the risk of downtime or security breaches before deployment. Lightlytics simulation engine uses the current configuration state of your cloud in a combination with the Terraform code proposed change, to determine how your cloud is going to be impacted if the code will be deployed.Starting Price: $3.50 per resource per month -
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StarOps
Ingenimax
StarOps is an AI-powered workflow engine that lets you deploy, manage, and scale your application infrastructure - without writing a single Terraform file or managing Kubernetes manually. Whether you're launching a GenAI model, provisioning blob storage, configuring VPCs, or setting up observability, StarOps handles the cloud operational complexity for you. It’s like having a team of microagents managing your infrastructure behind the scenes, purpose-built for the new wave of AI and data-heavy applications. Who It’s For: - Application developers who want infrastructure that just works. - ML engineers and data scientists who want to ship models without devops blockers. - Platform engineers who want to scale their teams, not their workload.Starting Price: $199/month -
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Chef Infra
Progress Software
Chef® Infra® configuration management software eliminates manual efforts and ensures infrastructure remains consistent and compliant over its lifetime — even in the most complex, heterogenous, and large-scale environments. Define configurations and policies as code that are testable, enforceable and can be delivered at scale as part of automated pipelines. Ensure configurations only change if a system diverges from the desired defined state and automatically correct configuration drift, if needed. Manage Windows and Linux systems running on prem, ARM systems running in the cloud or Macs laptops running at the edge all the same way. Use simple declarative definitions for common tasks or easily extend them to support the most unique environmental requirements. Enforce policy by converging the system to the state declared by the various resources. Reduce risks by iterating on policy changes before pushing them to production.Starting Price: $127 per year -
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Native
Native Security
Native is a cloud security control plane designed to help organizations define, implement, and enforce security policies across cloud environments, including modern AI infrastructure. It focuses on providing secure-by-design governance by enabling teams to control how AI services and cloud resources are provisioned, accessed, and managed within their infrastructure. It allows users to define desired security outcomes and automatically map them to the appropriate technical controls for each cloud provider, eliminating the need to manually interpret best practices or configure policies for every environment. Native offers end-to-end visibility and planning capabilities, including discovering assets, simulating changes, and implementing controls to reduce risk and contain potential impact across systems. It also supports advanced features such as environment segmentation, data perimeter protection, and blast radius containment. -
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Oracle Real Application Clusters (RAC) is a unique, scale-everything, highly available database architecture that transparently scales both reads and writes for all workloads, including OLTP, analytics, AI vectors, SaaS, JSON, batch, text, graph, IoT, and in-memory. It effortlessly scales complex applications such as SAP, Oracle Fusion Applications, and Salesforce workloads. Oracle RAC delivers the lowest latency and highest throughput for all data needs through its unique fused cache across servers, ensuring ultrafast local data access. Parallelized workloads across all CPUs guarantee maximum throughput, and the integration of Oracle’s storage design enables seamless online storage expansion. Unlike other databases that depend on public cloud infrastructures, sharding, or read replicas for scalability, Oracle RAC guarantees the lowest latency and highest throughput out of the box.
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dbFront
Big Ideas Computing Ltd. / dbFront Works
dbFront is a RAD (Rapid Application Development) tool specifically designed for use by DBA's and Analysts. dbFront requires no code, is simple to administer, and is straightforward for users. dbFront can be locally installed or hosted via Azure, Amazon or the hosting service of your choice. dbFront connects to your own data and your own security infrastructure. No 3rd party dependencies. With dbFront, you can quickly build a client application for your existing database that is immediately useful. In addition, dbFront dynamically updates itself as your database changes.Starting Price: $199.00/one-time -
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RushDB
RushDB
RushDB is an open-source zero-configuration graph database that instantly transforms JSON and CSV into a fully normalized, queryable Neo4j graph - without the overhead of schema design, migrations, or manual indexing. Designed for modern applications, AI, and ML workflows, RushDB provides a frictionless developer experience, combining the flexibility of NoSQL with the structured power of relational databases. With automatic data normalization, ACID compliance, and a powerful API, RushDB eliminates the complexities of data ingestion, relationship management, and query optimization - so you can focus on building, not database administration. Key Features: 1. Zero Configuration, Instant Data Ingestion 2. Graph-Powered Storage & Queries 3. ACID Transactions & Schema Evolution 4. Developer-Centric API: Query Like an SDK 5. High-Performance Search & Analytics 6. Self-Hosted or Cloud-ReadyStarting Price: $9/month -
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Opsolute
Opsolute
Opsolute is an Infrastructure Cost Intelligence platform that helps Engineering, Platform, and FinOps teams understand not just how much they spend on the cloud, but why. By combining AWS CUR data with live infrastructure metadata across AWS and Kubernetes, Opsolute delivers ownership-aware cost attribution, anomaly detection, root cause analysis, and business context. Key capabilities include: EKS pod & namespace cost attribution S3, NAT Gateway, ELB & RDS optimization insights Data transfer intelligence & dependency-aware recommendations Savings Plans & Reserved Instance analysis Spot migration recommendations & idle resource detection Cost-per-product, tenant & workload visibility Ownership-aware alerts & hierarchical showback Opsolute enables organizations to investigate cloud cost changes faster, prioritize safe optimizations, improve unit economics, and make confident, data-driven cloud decisions.Starting Price: $499/month -
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Firefly
Firefly.ai
Instantly manage your cloud with Infrastructure-as-Code. Save time, pay less, and prevent errors. Firefly’s cloud asset management solution provides the cloud infrastructure management that cloud users yearn for and traditional CMDB lacks. Prevent service disruptions, improve governance, and increase engineering efficiency. Control all cloud assets—across different cloud providers such as AWS, Azure, Google Cloud, K8s, and SaaS apps—all in one place. See health status, history, and actionable insights while using powerful filters to easily find anything. Automatically turn cloud into IaC, including dependencies and modules. See health status, history, and actionable insights while using powerful filters to easily find anything. Automatically detect and remediate drifts and misconfigurations, see change history, roll back to previous configurations, and recover mistakenly deleted assets.Starting Price: $699 per month -
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Apache DataFusion
Apache Software Foundation
Apache DataFusion is an extensible, high-performance query engine written in Rust that utilizes Apache Arrow as its in-memory format. Designed for developers building data-centric systems such as databases, data frames, machine learning, and streaming applications, DataFusion offers SQL and DataFrame APIs, a vectorized, multi-threaded, streaming execution engine, and support for partitioned data sources. It natively supports formats like CSV, Parquet, JSON, and Avro, and allows for seamless integration with object stores including AWS S3, Azure Blob Storage, and Google Cloud Storage. The engine features a comprehensive query planner, a state-of-the-art optimizer with capabilities like expression coercion and simplification, projection and filter pushdown, sort and distribution-aware optimizations, and automatic join reordering. DataFusion is highly customizable, enabling the addition of user-defined scalar, aggregate, and window functions, custom data sources, query languages, etc.Starting Price: Free -
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Terragrunt
Terragrunt
Terragrunt is a thin wrapper that provides extra tools for keeping your configurations dry, working with multiple Terraform modules, and managing remote state. Define how to manage your Terraform state once in a root directory and inherit in all child modules. Set CLI arguments for repeatable Terraform commands once in Terragrunt configuration. Run one command for all modules instead of executing it in each module independently. Terragrunt can download remote Terraform configurations. The idea is that you define the Terraform code for your infrastructure just once. -
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A service for managing the GitLab DevOps platform on Yandex Cloud infrastructure. Each GitLab instance is hosted on a separate virtual server. There’s no need to share it with other clients. Backups are created every day, so you can be sure your data is always safe. Management, support, updates, and backups are entirely handled by Yandex Cloud. Full control over changes to the repository. Customize the process of mandatory reviews depending on the target branch and the composition of the merge request. Full control over work on each task. Manage users centrally, using a corporate user base via LDAP or other authentication protocols. Choose the required configuration, enter a unique domain, and create an instance. Create an instance, set up a runtime environment, and begin working with the repository.Starting Price: $0.012240 per GB
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Bluebricks
Bluebricks
Bluebricks enables companies to create stable, governed cloud environments from reusable blueprints. No need to depend on DevOps for every request. The platform uses environment orchestration to work with existing Infrastructure as Code tools like Terraform and Helm. It adds AI capabilities to maintain consistency and eliminate configuration errors. Teams get self-service infrastructure provisioning while maintaining centralized governance and security controls across any cloud provider. The platform supports AWS, Google Cloud, Azure, Oracle, and Kubernetes environments. Organizations can transform complex deployments into standardized, reusable blueprints that work across environments. Automatic dependency tracking prevents breaking changes, while built-in RBAC and policy enforcement maintain enterprise security requirements. Bluebricks serves as the backend for internal developer portals, providing developers with infrastructure capabilities without sacrificing control. -
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Oracle Database
Oracle
Oracle database products offer customers cost-optimized and high-performance versions of Oracle Database, the world's leading converged, multi-model database management system, as well as in-memory, NoSQL, and MySQL databases. Oracle Autonomous Database, available on-premises via Oracle Cloud@Customer or in the Oracle Cloud Infrastructure, enables customers to simplify relational database environments and reduce management workloads. Oracle Autonomous Database eliminates the complexity of operating and securing Oracle Database while giving customers the highest levels of performance, scalability, and availability. Oracle Database can be deployed on-premises when customers have data residency and network latency concerns. Customers with applications that are dependent on specific Oracle database versions have complete control over the versions they run and when those versions change. -
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Datree
Datree.io
Block misconfigurations, not deployments. Automated policy enforcement for Infrastructure as Code. Enforce policies to prevent misconfigurations in Infrastructure as Code such as Kubernetes, Terraform, CloudFormation, and more. Achieve application stability with automatic tests of every code change for policy violations or misconfigurations that may cause service outages or degraded performance. Adopt cloud-native infrastructure with minimal risk by applying built-in policies, or create custom policies to meet specific requirements. Focus on building better applications, not on infrastructure, by enforcing built-in policies for Kubernetes, Terraform, CloudFormation, and other infrastructure orchestrators. Eliminate manual code reviews for infrastructure-as-code changes, with checks that run automatically on every pull request. Keep the current DevOps workflow, with policy enforcement that integrates seamlessly with existing source control systems and CI/CD pipelines.Starting Price: $10 per user per month -
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Analyze the performance of Greenplum DBMS using monitoring and query management tools in the command center, where you can also view and download query and session histories. Hybrid Storage in Yandex Managed Service for Greenplum® is natively integrated with Object Storage, allowing you to organize hybrid storage with automatic data transfers to cold storage. You can deploy a ready-to-use cluster in just a few minutes. DB settings are optimized for the selected cluster size and you can change them if necessary. Thanks to its integration with the DataLens BI system, build reports, charts, and dashboards, directly from the service, based on data stored in Greenplum. All DBMS connections are encrypted using the TLS protocol. Our infrastructure meets local regulatory, GDPR, industry-specific ISO standards, and PCI DSS security requirements.
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Atlantis
Atlantis
Atlantis is self-hosted. Your credentials don't leave your infrastructure. Runs as a Golang binary or Docker image and can be deployed on VMs, Kubernetes, Fargate, etc. Listens for webhooks from GitHub/GitLab/Bitbucket/Azure DevOps. Runs terraform commands remotely and comment back with their output. Used by one of the world's top companies to manage over 600 Terraform repos with 300 developers. In production use for over 2 years. Each pull request now holds a detailed log of what infrastructure changes were made and when; along with who made the change and who approved it. Atlantis can be configured to require approvals on every production change. Pass audits without compromising your workflow. Developers can submit Terraform pull requests without needing credentials. Operators can require approvals prior to allowing an application. Ensure that you apply changes before merging to master. -
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Focus on developing data stream processing applications and don’t waste time maintaining the infrastructure. Managed Service for Apache Kafka is responsible for managing Zookeeper brokers and clusters, configuring clusters, and updating their versions. Distribute your cluster brokers across different availability zones and set the replication factor to ensure the desired level of fault tolerance. The service analyzes the metrics and status of the cluster and automatically replaces it if one of the nodes fails. For each topic, you can set the replication factor, log cleanup policy, compression type, and maximum number of messages to make better use of computing, network, and disk resources. You can add brokers to your cluster with just a click of a button to improve its performance, or change the class of high-availability hosts without stopping them or losing any data.
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Azure Database for MariaDB
Microsoft
Easily deploy applications to the cloud using your choice of languages and frameworks. Achieve business continuity and dynamically respond to changes in customer demand with built-in high availability and elastic scaling. Get unparalleled security and compliance, including Azure IP Advantage, and industry-leading reach through a global network of Microsoft data centers. Choose the right resources for your workloads, with no hidden costs. Combine MariaDB Community edition with the benefits of a fully managed service provider to free developers from complex infrastructure and database management so they can focus on building exceptional apps. Azure Database for MariaDB works with popular open-source frameworks and languages and features tight integration with Azure web apps. Use it with popular content management apps, such as WordPress and Drupal, for a fully integrated experience that supports your specific application development needs. -
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Cost-effectively run mission-critical workloads at scale with Azure Managed Instance for Apache Cassandra. Easily manage changing demands with multiple resource and data replication options. Ensure business continuity with zero downtime scalability for hybrid and cloud deployments. Develop applications faster using familiar and fully compatible Cassandra tools and languages. Free yourself from infrastructure management without compromising security. Run your workloads on a managed, secure service to streamline operations with automated repairs, patches, and updates. Make your database more durable and resilient with automatic backups and disaster recovery. Retain the flexibility and control of your hardware configuration with turnkey scaling services and hybrid deployment options. An instance-based pricing model enables you to define the number of CPU cores, virtual machines SKU, and memory/disk space needs.Starting Price: $0.911 per hour
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Contrail Insights
Juniper Networks
Contrail Insights enables operators to control and visualize how infrastructure resources are utilized by workloads, and plan adequate capacity to ensure application performance. Using Contrail Insights, operators of software-defined data centers have a toolset for visibility into operational performance and infrastructure resources. In today’s large-scale multicloud networks, operations teams must have real-time and historical visibility into their infrastructure to ensure service reliability and minimize operational costs. Cloud infrastructure is typically built in layers of abstraction and, as operations become more automated, performance monitoring replaces manual changes as the most common task. As telemetry data increases, however, and abstraction layers are peeled back to examine and troubleshoot the state of the network infrastructure, monitoring complexity increases as well. -
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Silk gives your cloud databases superpowers, so they reach performance levels you've never even dreamed of. Silk platform sits neatly between your cloud infrastructure and your database. Silk adds a smart, resilient yet invisible layer that transforms your database into a cloud powerhouse allowing it to optimize your data without any change to your DB or applications, making your cloud environment run 10x faster, and your entire stack more resilient to any infrastructure hiccups.
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Maguyva
Maguyva
Maguyva is agent-first code intelligence that gives AI coding tools a ranked map of a repository before they start editing. Teams connect GitHub repositories, and cloud pipelines parse, rank, and index symbols, dependencies, imports, semantic relationships, and cross-file structure, then keep the index current as code changes. Through one remote MCP integration, agents in Claude Code, Cursor, VS Code, Windsurf, Codex, Gemini CLI, and other compatible clients can query the same grounded context without installing a local indexer or changing editors. Its 11 MCP tools combine semantic, structural, graph, and text retrieval across five search modalities, returning ranked results instead of raw grep output. Agents can ask plain-language questions, locate important symbols, find patterns through AST-aware search, trace dependents, identify orphaned code, analyze a change’s blast radius, and assemble task context before touching a file.Starting Price: $19 per month -
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Code Fundi
Code Fundi
Code Fundi is a codebase intelligence platform that powers AI agents, engineering teams, and applications with a searchable map of software repositories. Instead of relying on grep, raw embeddings, or disconnected documentation, it ingests a repository from a URL or GitHub, maps files, functions, dependencies, and logic flows, removes boilerplate noise, and converts the result into a token-optimized representation ready for AI context windows. Its Blast-Radius Guard shows which files, services, and downstream behaviors may be affected before an agent changes code, helping teams prevent silent regressions and production failures. Universal Search runs sub-second semantic queries across one repository or hundreds of codebases, allowing users to find implementation patterns, compare architectures, inspect authentication or testing strategies, and trace how code works across projects.Starting Price: $21 per month -
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Traceye
Zeeve
Traceye is an Enterprise-grade data indexing infrastructure platform to build and deploy subgraphs with best-in-class performance, security and scalability. -
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Amazon SimpleDB
Amazon
Amazon SimpleDB is a highly available NoSQL data store that offloads the work of database administration. Developers simply store and query data items via web services requests and Amazon SimpleDB does the rest. Unbound by the strict requirements of a relational database, Amazon SimpleDB is optimized to provide high availability and flexibility, with little or no administrative burden. Behind the scenes, Amazon SimpleDB creates and manages multiple geographically distributed replicas of your data automatically to enable high availability and data durability. The service charges you only for the resources actually consumed in storing your data and serving your requests. You can change your data model on the fly, and data is automatically indexed for you. With Amazon SimpleDB, you can focus on application development without worrying about infrastructure provisioning, high availability, software maintenance, schema and index management, or performance tuning. -
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Otter by Inedo
Inedo
Otter helps you provision and configure your servers automatically, without ever needing to log-in to a command prompt. You can define reusable sets of configuration called roles, and then scale your infrastructure by simply assigning these roles to any number of servers. Let everyone on your team run complex scripts with a custom GUI that you develop around your script parameters. Enable anyone to develop advanced, multi-server orchestrations without needing advanced coding skills. Define desired states of configuration for your servers, detect “drift” from their actual configuration, and re-configure as needed. CI/CD for Infrastructure & Configuration Management. Read the guide to learn how you can deliver infrastructure changes using CI/CD pipelines with Otter and BuildMaster.Starting Price: $2,995/year -
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RethinkDB
RethinkDB
RethinkDB pushes JSON to your apps in realtime. When your app polls for data, it becomes slow, unscalable, and cumbersome to maintain. RethinkDB is the open-source, scalable database that makes building realtime apps dramatically easier. Web apps like Google Docs, Trello, and Quora pioneered the realtime experience on the web. With RethinkDB, you can build amazing realtime apps with dramatically less engineering effort. When a player takes an action in a multiplayer game, every other player in the game needs to see the change in realtime. RethinkDB dramatically simplifies the data infrastructure for low latency, high throughput realtime interactions. RethinkDB dramatically reduces the complexity of building realtime trading and optimization engines. Publish realtime updates to thousands of clients, and provide pricing updates to users in milliseconds. Build realtime dashboards with RethinkDB data push notifications, and make instantaneous business decisions. -
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MaxPatrol
Positive Technologies
MaxPatrol is made for managing vulnerabilities and compliance on corporate information systems. Penetration testing, system checks, and compliance monitoring are at the core of MaxPatrol. Together, these mechanisms give an objective picture of the security stance across IT infrastructure as well as granular insight at the department, host, and application level, precisely the information needed to quickly detect vulnerabilities and prevent attacks. MaxPatrol makes it a cinch to keep an up-to-date inventory of IT assets. View information about network resources (network addresses, OS, available network applications and services), identify hardware and software in use, and monitor the state of updates. Best of all, it sees changes to your IT infrastructure. MaxPatrol doesn't blink as new accounts and hosts appear, or as hardware and software are updated. Information about the state of infrastructure security is quietly collected and processed. -
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HarperDB
HarperDB
HarperDB is a distributed systems platform that combines database, caching, application, and streaming functions into a single technology. With it, you can start delivering global-scale back-end services with less effort, higher performance, and lower cost than ever before. Deploy user-programmed applications and pre-built add-ons on top of the data they depend on for a high throughput, ultra-low latency back end. Lightning-fast distributed database delivers orders of magnitude more throughput per second than popular NoSQL alternatives while providing limitless horizontal scale. Native real-time pub/sub communication and data processing via MQTT, WebSocket, and HTTP interfaces. HarperDB delivers powerful data-in-motion capabilities without layering in additional services like Kafka. Focus on features that move your business forward, not fighting complex infrastructure. You can't change the speed of light, but you can put less light between your users and their data.Starting Price: Free -
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Amazon QLDB is a fully managed ledger database that provides a transparent, immutable, and cryptographically verifiable transaction log owned by a central trusted authority. Amazon QLDB can be used to track each and every application data change and maintains a complete and verifiable history of changes over time. Ledgers are typically used to record a history of economic and financial activity in an organization. Many organizations build applications with ledger-like functionality because they want to maintain an accurate history of their applications' data, for example, tracking the history of credits and debits in banking transactions, verifying the data lineage of an insurance claim, or tracing movement of an item in a supply chain network. Amazon QLDB is a new class of database that eliminates the need to engage in the complex development effort of building your own ledger-like applications.Starting Price: $0.03 per GB per month
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DB24
DB24
DB24 intelligently automate daily DBA admin chores to ensure sustainable data availability and secure database performance 24/7 for maximum control, uptime and peace of mind. Serving enterprises globally in manufacturing, finance, telecommunications, and the public sector. Every organization must ensure database availability and performance meets the needs of the business. After all, what is a business without its’ data? Databases are critical to your company’s success. As your infrastructure grows, you increase the risk of downtime, data loss, and poor customer experiences. Database specialists, if you have them, spend too much time and resources managing expansive database environments, maintaining the health, stability, and scalability of those systems. DB24 adaptively automates system operations and service delivery. This prevents critical issues preemptively, even those caused by complex dependencies between the database, operating system, and network. -
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Atomic Host
Project Atomic
Deploy and manage your containers in the next generation container OS. Use immutable infrastructure to deploy and scale your containerized applications. Project Atomic mainly comprises Atomic Host, Team Silverblue, and various container tooling. cloud native platforms. Atomic Host provides immutable infrastructure for deploying to hundreds or thousands of servers in your private or public cloud. Available in Fedora Atomic Host, CentOS Atomic Host, and Red Hat Atomic Host editions depending on your platform and support needs. To balance the need between long-term stability and new features, we are providing different releases of Atomic Host for you to choose from. Team Silverblue provides immutable infrastructure for your desktop experience. -
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Kubegrade
Kubegrade
Kubegrade is a cloud-based Kubernetes management platform that simplifies and automates complex Kubernetes operations, making it easier for engineering and platform teams to upgrade, secure, monitor, troubleshoot, optimize, and scale clusters while keeping humans in control. It visualizes cluster state and dependencies, detects configuration drift and deprecated APIs, and uses AI-assisted insights to propose fixes as GitOps-ready pull requests that teams can review and approve, reducing manual toil and aligning cluster deployments with infrastructure as code. Kubegrade’s lifecycle automation covers secure upgrades, patching, cost attribution, rightsizing, centralized monitoring and logging, security enforcement, and troubleshooting with intelligent agents that predict issues and continuously analyze real-time telemetry, helping reduce downtime, mitigate risk, and improve reliability at scale.Starting Price: $300 per month -
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LAMMPS
LAMMPS
LAMMPS, the Large-scale Atomic/Molecular Massively Parallel Simulator, is a classical molecular dynamics code with a focus on materials modeling. It models ensembles of particles in liquid, solid, or gaseous states and can simulate atomic, polymeric, biological, solid-state, granular, coarse-grained, mesoscopic, or macroscopic systems using many interatomic potentials, force fields, and boundary conditions. LAMMPS can model systems in two or three dimensions, from only a few particles up to billions, and is designed to run efficiently on parallel computers while remaining easy to extend and modify. It includes potentials for solid-state materials such as metals and semiconductors, soft matter such as biomolecules and polymers, and coarse-grained or mesoscopic systems. It can be used to model atoms or, more generally, as a parallel particle simulator at atomic, meso, or continuum scale.Starting Price: Free -
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ZEST Security
ZEST Security
ZEST Security offers an AI-powered risk resolution platform that redefines cloud risk remediation for security teams. Unlike traditional security solutions that merely identify vulnerabilities, ZEST proactively resolves them by connecting the right team to the right fix, thereby reducing the time from discovery to remediation. The platform provides full remediation coverage by comparing the planned DevOps state with the actual cloud runtime state, enabling seamless identification and remediation of risks across both managed and unmanaged cloud infrastructure. Automated root cause analysis pinpoints the origin of issues down to the associated asset and originating lines of code, allowing teams to address multiple problems with minimal changes. AI-generated risk resolution paths drastically reduce mean time to remediation and eliminate manual triage by implementing dynamic remediation strategies. -
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Brainboard
Brainboard
Brainboard is an AI-driven platform designed for cloud architects, DevOps teams, and platform engineers to visually design, deploy, and manage multi-cloud infrastructures while automatically generating Infrastructure as Code. With support for major cloud providers and deep integration with Terraform/OpenTofu, users can drag-and-drop architecture diagrams that are instantly translated into ready-to-use Terraform code, enabling “design first, code when needed”. The platform also includes features such as CI/CD pipelines tailored for infrastructure, drift detection, versioning, and role-based access controls to ensure governance, consistency, and collaboration across teams. Brainboard supports the creation of reusable service-catalog templates, enabling internal teams to self-provision validated, compliant infrastructure without constant reliance on central DevOps.Starting Price: $99 per month -
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SQL Workload Analysis
IDERA, an Idera, Inc. company
Monitor and diagnose detailed database wait states and application transactions. Problematic SQL queries can severely reduce the performance of SQL Server and the business-critical applications that it supports. With the SQL Workload Analysis add-on, continuously monitor and analyze server workload, leverage the simple user interface that focuses on wait states and application performance, and troubleshoot problematic SQL code from changes made to database applications. Perform real-time analysis with continuous SQL sampling intervals. Know instantly where databases are spending time. Quickly isolate slow SQL statements and drill down for actionable advice. Investigate historical query plan trends. Utilize automatic recommendations to improve query performance.Starting Price: $400 per instance -
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Versionveil
Synov8 Ltd
Versionveil is a realtime vendor change intelligence platform for engineering teams. It monitors vendors like OpenAI, Stripe, Vercel, Supabase, Anthropic, and Cloudflare, tracking API, pricing, SDK, and infrastructure changes that are usually scattered across changelogs, docs, and status pages. Versionveil turns these updates into structured alerts with severity, clear summaries, and AI-generated impact analysis explaining what changed and why it matters. Alerts are routed to Slack, Discord, or email, so the right teams see the right changes fast. Everything is also stored in a searchable history of vendor changes. It helps teams reduce dependency risk and avoid production surprises from third-party changes.
