Infros AI IT Infrastructure OS designs & validates optimized cloud architectures via emulation. Cut costs by 43%, deploy with zero technical debt using Terraform IaC. Start free trial.
Infros is a Freemium Infrastructure AI Tool The recommendations below are sorted based on shared categories, tags, applicable professions, community interactions, and traffic signals to help you choose alternative tools based on real usage scenarios.
Alternatives to Infros should not only be considered within the same category; you also need to compare Infrastructure、Finops、Deployment、aws, pricing models, product formats, access popularity, and user feedback. The current list prioritizes tools that share a clear category, tag, or applicable profession with Infros, such as Cloudchipr、Frugal、TENET、GenieEngage, and explains the similarities and key differences for each recommendation.
Prioritize tools that match both Infrastructure and key tags, avoiding recommendations based solely on belonging to the same broad category.
Websites, apps, browser extensions, and freemium models directly impact trial barriers, team procurement, and long-term usage costs.
Use traffic, bookmarks, likes, or comment data as supplementary judgment; tools lacking data are not directly excluded, but greater emphasis should be placed on functional fit explanations.
Select the most worthwhile alternatives to try first based on common purchasing and usage scenarios.
Cloudchipr and Infros share tags such as aws、azure、finops, so they are better compared from specific feature needs than from broad categories alone.
What sets Cloudchipr apart from Infros: Primary scenario leans toward Finops.
GenieEngage and Infros share tags such as aws、azure、infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets GenieEngage apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Devops.
TENET and Infros share tags such as azure、cloud optimization, so they are better compared from specific feature needs than from broad categories alone.
What sets TENET apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Azure Optimization.
Pulumi and Infros share tags such as aws、azure、infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets Pulumi apart from Infros: Primary scenario leans toward Infrastructure As Code.
Bunnyshell and Infros both cover Infrastructure and jointly match Cloud Cost Management and similar needs, for users who want to prioritize comparing similar use cases.
What sets Bunnyshell apart from Infros: Primary scenario leans toward Devops.
Compare pricing, form, reasons for matching, and key differences to reduce the cost of opening each page individually.
| Tools | Pricing | Type | Why similar | Key differences |
|---|---|---|---|---|
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Cloudchipr
Match score: 10
|
Freemium | Website | Cloudchipr and Infros share tags such as aws、azure、finops, so they are better compared from specific feature needs than from broad categories alone. | What sets Cloudchipr apart from Infros: Primary scenario leans toward Finops. |
|
Frugal
Match score: 10
|
Unknown | Website | Frugal and Infros share tags such as finops, so they are better compared from specific feature needs than from broad categories alone. | What sets Frugal apart from Infros: Pricing model is Unknown；Primary scenario leans toward Cost Optimization. |
|
TENET
Match score: 10
|
Is Paid | Website | TENET and Infros share tags such as azure、cloud optimization, so they are better compared from specific feature needs than from broad categories alone. | What sets TENET apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Azure Optimization. |
|
GenieEngage
Match score: 10
|
Is Paid | Website | GenieEngage and Infros share tags such as aws、azure、infrastructure as code, so they are better compared from specific feature needs than from broad categories alone. | What sets GenieEngage apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Devops. |
|
Hewlett Packard Enterprise (HPE)
Match score: 8
|
Is Paid | Website | Hewlett Packard Enterprise (HPE) and Infros share tags such as hybrid cloud, so they are better compared from specific feature needs than from broad categories alone. | What sets Hewlett Packard Enterprise (HPE) apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Cloudcomputing. |
Cloudchipr、Frugal、TENET are the most recommended tools for priority comparison on this page. They share a clear category, tag, or applicable profession with Infros, but may differ in price, format, and feature depth.
Traffic only indicates attention, not scenario fit. The page sorting first requires candidate tools to have a category, tag, or professional overlap with Infros, and then sorts based on traffic, interaction data, and result diversity.
It will not be directly excluded. When traffic or reviews are lacking, the system relies more on Infrastructure, tags, professional matches, and the tool's own information to avoid misinterpreting missing data as low quality.
Sorted based on shared categories, tags, professional matching, and community quality signals.
Cloudchipr is a comprehensive cloud optimization platform designed for FinOps, engineers, and leadership. It provides a unified solution for multi-cloud cost visibility, automated savings, and team collaboration across AWS, GCP, and Azure. The platform helps organizations reduce cloud waste, save engineering hours, and gain complete control over their cloud expenditure through real-time insights and actionable recommendations.
Cloudchipr and Infros share tags such as aws、azure、finops, so they are better compared from specific feature needs than from broad categories alone.
What sets Cloudchipr apart from Infros: Primary scenario leans toward Finops.
Optimize your cloud spending across AWS, GCP, and Azure with Cloudchipr. Gain visibility, automate cost savings, and empower your FinOps and engineering teams. Start a free trial. CloudchiprApplicable toCloud Management.Finops.Automationand other fields.
Frugal is an intelligent, AI-powered Application Cost Engineering platform designed for engineers to automatically optimize code and reduce cloud costs. It aims to empower developers to eliminate waste at the source without compromising development speed, fostering collaboration between engineering and FinOps teams.
Frugal and Infros share tags such as finops, so they are better compared from specific feature needs than from broad categories alone.
What sets Frugal apart from Infros: Pricing model is Unknown；Primary scenario leans toward Cost Optimization.
Frugalis an AI tool designed forSoftware Developer.DevOps Engineer.CTO.Engineering Manager.Solutions Architect.Cloud Engineer.VP of Engineering.FinOps SpecialistAI tool designed Frugal is an AI-native platform for Application Cost Engineering, empowering engineers to automatically optimize code, reduce cloud costs, and eliminate waste without slowing development. Join the waitlist for early access. FrugalApplicable toCost Optimization.Code Optimization.Cloud Financial Managementand other fields.
TENET is an AI-powered Azure Cloud Intelligence Platform by AESON Solutions, designed to simplify cloud management. It provides a unified dashboard with real-time analytics and continuous monitoring, enhanced by AI-driven insights and recommendations to optimize cloud operations, detect anomalies, and strengthen security.
TENET and Infros share tags such as azure、cloud optimization, so they are better compared from specific feature needs than from broad categories alone.
What sets TENET apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Azure Optimization.
TENETis an AI tool designed forOperations Manager.DevOps Engineer.IT Manager.CTO.Security Analyst.Cloud Engineer.CISO.Cloud ArchitectAI tool designed Simplify Azure cloud operations with TENET's unified dashboard. Get real-time insights, AI-driven recommendations, anomaly detection, and enhanced security for your Azure estate. TENETApplicable toCloud Operations.Cloud Monitoring.Azure Optimization.Cloud Securityand other fields.
GenieEngage is a DevOps-as-a-Service partner providing expert solutions in DevOps, DevSecOps, and GitOps. It helps businesses accelerate software delivery, enhance security, and scale infrastructure on clouds like AWS, Azure, and GCP, offering a full team of experts as a cost-effective alternative to in-house hiring.
GenieEngage and Infros share tags such as aws、azure、infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets GenieEngage apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Devops.
GenieEngageis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.IT Manager.CTO.Security Engineer.Site Reliability Engineer.Head of EngineeringAI tool designed Partner with GenieEngage for scalable DevOps solutions. Get a full team of experts for CI/CD automation, cloud management, and security at a fraction of the cost of hiring. Book a free consultation. GenieEngageApplicable toInfrastructure Management.Devops.Devsecopsand other fields.
Hewlett Packard Enterprise (HPE) is a global edge-to-cloud company providing comprehensive AI, hybrid cloud, networking, and data solutions for enterprises. Through its HPE GreenLake platform, strategic partnerships with leaders like NVIDIA, and a robust portfolio of hardware and services, HPE empowers organizations to accelerate innovation, optimize operations, and transform data into actionable insights.
Hewlett Packard Enterprise (HPE) and Infros share tags such as hybrid cloud, so they are better compared from specific feature needs than from broad categories alone.
What sets Hewlett Packard Enterprise (HPE) apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Cloudcomputing.
Hewlett Packard Enterprise (HPE)is an AI tool designed forData Scientist.DevOps Engineer.AI Engineer.IT Manager.CTO.Cloud Architect.CIO.Business Executive.Network Engineer.Systems AdministratorAI tool designed Hewlett Packard Enterprise (HPE) provides enterprise-grade AI, hybrid cloud, networking, and data solutions. Unlock innovation with HPE GreenLake, AI-native infrastructure, and expert services. Hewlett Packard Enterprise (HPE)Applicable toEnterprisesolutions.Cloudcomputing.Datastorage.Highperformancecomputing.Networkingand other fields.
CloudaQube is an AI-driven lab training platform designed to transform tech careers through comprehensive cloud learning and career analytics. It offers AI-powered lab generation, personalized skill-building paths, and data-driven insights for individuals and businesses aiming to master AWS, Azure, and Google Cloud technologies.
CloudaQube and Infros share tags such as aws、azure、Google Cloud, so they are better compared from specific feature needs than from broad categories alone.
What sets CloudaQube apart from Infros: Primary scenario leans toward Online Learning.
CloudaQubeis an AI tool designed forSoftware Developer.HR Manager.Data Scientist.DevOps Engineer.IT Manager.System Administrator.IT Professional.Tech Enthusiast.Cloud Architect.Training ManagerAI tool designed Master cloud computing with CloudaQube's AI-powered labs for AWS, Azure, and Google Cloud. Get personalized skill paths, career analytics, and hands-on training for individuals & businesses. CloudaQubeApplicable toProfessional Upskilling.Cloud Training.Online Learning.Enterprise Trainingand other fields.
Bunnyshell is an AI-orchestrated Environments as a Service (EaaS) platform that automates the creation of ephemeral, production-like environments. It's designed to accelerate the testing, review, and deployment of code, especially AI-generated code, enabling teams to ship software up to 100x faster while reducing cloud costs by up to 70%.
Bunnyshell and Infros both cover Infrastructure and jointly match Cloud Cost Management and similar needs, for users who want to prioritize comparing similar use cases.
What sets Bunnyshell apart from Infros: Primary scenario leans toward Devops.
Discover Bunnyshell, the EaaS platform that uses AI to create ephemeral environments for faster, safer software deployment. Ship 100x faster, cut cloud costs by 70%, and streamline your CI/CD pipeline. Try for free. BunnyshellApplicable toInfrastructure.Devops.Testing.Project Managementand other fields.
DevBlogs is a curated library indexing engineering case studies, tech blogs, and conference talks from leading global teams. It organizes content by meaning and specific technical topics, providing a valuable resource for developers and engineers to discover insights and best practices.
The core intersection of DevBlogs and Infros lies in Infrastructure, making it a suitable direct replacement in similar scenarios.
What sets DevBlogs apart from Infros: Pricing model is Unknown；Primary scenario leans toward Engineering Blogs.
DevBlogsis an AI tool designed forSoftware Developer.Researcher.Data Scientist.DevOps Engineer.Machine Learning Engineer.Engineering Manager.Technical Writer.Architect.Technical Lead.Frontend Developer.Backend Developer.Data Engineer.Cloud Engineer.Site Reliability EngineerAI tool designed Explore DevBlogs, a library of engineering case studies, tech blogs, and conference talks from top teams. Find insights on ML, distributed systems, performance, SRE, and more. DevBlogsApplicable toInfrastructure.Data Science.Databases.Ci Cd.Technical Leadership.Ai Engineering.Site Reliability.Languages.Cybersecurity.Engineering Blogs.Software Design.Testing.Distributed Systems.Backend Development.Frontend Developmentand other fields.
CloudVerse AI is an AI-powered FinOps platform designed for comprehensive cloud financial management. It helps enterprises govern, manage, and optimize their spending across multicloud environments like AWS, Azure, and GCP. By leveraging intelligent algorithms and features like virtual tagging, it provides clear cost allocation, enhances budget control, and aims to significantly reduce cloud expenses, making the cloud simple and cost-effective.
CloudVerse AI and Infros share tags such as aws、azure、finops, so they are better compared from specific feature needs than from broad categories alone.
What sets CloudVerse AI apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Cloud Management.
Discover CloudVerse AI, the leading AI-powered platform for cloud financial management. Optimize costs, gain full visibility across AWS, Azure, and GCP, and improve accountability with virtual tagging. Reduce your cloud bill today. CloudVerse AIApplicable toCloud Management.Finops.Cost Optimizationand other fields.
Daily is a developer platform for real-time video, voice, and AI. It provides robust APIs and SDKs for building ultra-low latency, scalable, and high-quality conversational experiences, including human-to-human video calls and advanced voice AI agents through its open-source framework, Pipecat.
Daily and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Daily apart from Infros: Primary scenario leans toward Communication Apis.
Dailyis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Web Developer.AI Engineer.CTO.Solutions Architect.Mobile App DeveloperAI tool designed Build ultra-low latency, scalable video and voice applications with Daily's powerful APIs and SDKs. Leverage Pipecat, our open-source framework, to create advanced conversational AI agents. DailyApplicable toConversational Ai.Communication Apis.Video Conferencingand other fields.
Pulumi is a universal Infrastructure as Code (IaC) platform that allows developers and infrastructure teams to build, deploy, and manage cloud infrastructure using familiar programming languages like Python, TypeScript, Go, and C#. It integrates AI to enhance security, compliance, and operational efficiency.
Pulumi and Infros share tags such as aws、azure、infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets Pulumi apart from Infros: Primary scenario leans toward Infrastructure As Code.
Discover Pulumi, the universal Infrastructure as Code platform. Use Python, TypeScript, Go, and more to build, deploy, and manage cloud infrastructure with AI-powered security, insights, and automation. Start for free. PulumiApplicable toManagement.Infrastructure As Code.Automationand other fields.
Xano is a scalable no-code backend platform that empowers developers and teams to build production-ready applications and AI agents at speed. It provides a unified solution for APIs, a managed Postgres database, visual logic, and auto-scaling infrastructure, eliminating the need for complex DevOps.
Xano and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Xano apart from Infros: Primary scenario leans toward Backend Development.
Xanois an AI tool designed forProduct Manager.Software Developer.Project Manager.DevOps Engineer.Startup Founder.Web Developer.AI Engineer.CTO.Technical Lead.Backend Developer.Solutions Architect.Mobile App Developer.Citizen Developer.Platform OwnerAI tool designed Build production-ready apps and AI agents with Xano, the scalable no-code backend platform. Get APIs, data, logic, and infrastructure with enterprise-grade security and compliance. XanoApplicable toAgent Building.Api Builder.Postgres.Backend Development.Application Developmentand other fields.
Prodvana is an intelligent, intent-based deployment platform designed for modern software delivery. It helps engineering teams accelerate deployment frequency, enhance reliability, and reduce operational overhead by automating release paths, providing pre-deployment insights, and seamlessly integrating with existing infrastructure like Kubernetes, Terraform, and serverless providers.
Prodvana and Infros share tags such as terraform, so they are better compared from specific feature needs than from broad categories alone.
What sets Prodvana apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Deployment.
Prodvanais an AI tool designed forSoftware Developer.DevOps Engineer.CTO.Engineering Manager.Platform Engineer.Site Reliability Engineer (SRE)AI tool designed Accelerate software delivery with Prodvana, the intelligent deployment platform. Automate releases, gain pre-deployment insights with Clairvoyance, and manage complex infrastructure with ease. Boost deployment frequency by over 50%. ProdvanaApplicable toInfrastructure Management.Deployment.Devopsand other fields.
Cloudgov is an agentic AI-powered FinOps platform designed for autonomous multicloud cost optimization. It provides unified visibility across AWS, Azure, and GCP, delivering actionable insights, real-time anomaly detection, and automated remediation to help businesses reduce cloud spending by over 30% and streamline financial operations.
Cloudgov and Infros share tags such as aws、azure、finops, so they are better compared from specific feature needs than from broad categories alone.
What sets Cloudgov apart from Infros: Primary scenario leans toward Cloud Cost Management.
Cloudgovis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.IT Manager.Finance Manager.Chief Technology Officer.Chief Operations Officer.Cloud Cost Architect.FinOps AnalystAI tool designed Reduce your cloud spending by over 30% with Cloudgov, the agentic AI FinOps platform. Get unified visibility, actionable insights, anomaly detection, and automated remediation for AWS, Azure, and GCP. Start your free trial. CloudgovApplicable toDevops.Cloud Cost Management.Automationand other fields.
FuriosaAI develops high-performance, power-efficient AI accelerators for data centers. Its flagship product, RNGD, is designed for demanding AI inference tasks, particularly for large language models (LLMs). Featuring the innovative Tensor Contraction Processor (TCP) architecture, RNGD delivers exceptional performance at a very low 180W power consumption, significantly reducing the total cost of ownership and environmental impact for enterprise and cloud AI deployments.
The core intersection of FuriosaAI and Infros lies in Infrastructure, making it a suitable direct replacement in similar scenarios.
What sets FuriosaAI apart from Infros: Pricing model is Unknown；Primary scenario leans toward Ai Accelerators.
Discover FuriosaAI's RNGD, a power-efficient AI accelerator for data centers. Achieve high-performance LLM and multimodal inference with a low 180W TDP, reducing TCO and enabling sustainable AI at scale. FuriosaAIApplicable toInfrastructure.Machine Learning.Ai Acceleratorsand other fields.
Brainboard is an AI-powered collaborative platform for visually designing, deploying, and managing cloud infrastructure. It automatically generates Infrastructure as Code (IaC) from diagrams, supporting multi-cloud environments like AWS, Azure, and GCP, and streamlines DevOps workflows with integrated CI/CD and GitOps.
Brainboard and Infros share tags such as aws、azure、terraform, so they are better compared from specific feature needs than from broad categories alone.
What sets Brainboard apart from Infros: Primary scenario leans toward Cloud Management.
Brainboard is an AI-powered platform to visually design, deploy, and manage multi-cloud infrastructure. Automate Terraform & OpenTofu code, enforce standards, and accelerate your DevOps workflow. BrainboardApplicable toInfrastructure As Code.Devops.Cloud Managementand other fields.
Qovery is a DevOps Automation Platform that provides self-service infrastructure for developers. It automates environment provisioning, accelerates deployment cycles, and optimizes cloud costs on AWS, Azure, and GCP, eliminating the need for extensive DevOps hiring.
Qovery and Infros share tags such as aws、azure、infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets Qovery apart from Infros: Primary scenario leans toward Devops.
Qovery is a DevOps automation tool and Internal Developer Platform that empowers developers with self-service infrastructure. Automate environment provisioning, accelerate deployments, and optimize cloud costs on AWS, Azure, and GCP. QoveryApplicable toInfrastructure As Code.Devops.Developer Toolsand other fields.
PloyD is an enterprise AI operations platform designed to streamline the productionization of AI models and applications. It tackles common challenges like developer velocity bottlenecks, infrastructure complexity, team efficiency, and security compliance, enabling organizations to deploy, manage, and scale AI solutions with confidence and speed.
PloyD and Infros share tags such as infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets PloyD apart from Infros: Pricing model is Unknown；Primary scenario leans toward Model Deployment.
PloyDis an AI tool designed forSoftware Developer.Data Scientist.DevOps Engineer.Machine Learning Engineer.Solutions Architect.Security Engineer.Platform Engineer.AI Product Manager.IT OperationsAI tool designed PloyD simplifies AI operations, enabling rapid deployment of ML models and RAG agents. Solve infrastructure bottlenecks, enhance developer velocity, and ensure enterprise-grade security and compliance for your AI initiatives. PloyDApplicable toRag Systems.Model Deployment.Ci Cd.Infrastructure Management.Complianceand other fields.
CloudSoul is an AI-powered platform for one-click compliant cloud infrastructure deployment. It automates the creation of secure, cost-optimized, and fully compliant cloud environments on AWS, Azure, and GCP in minutes, preventing misconfigurations before they happen.
CloudSoul and Infros share tags such as aws、azure、Cloud Cost Management, so they are better compared from specific feature needs than from broad categories alone.
What sets CloudSoul apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Cloud Management.
Discover CloudSoul, the AI platform for one-click compliant cloud deployment. Automate security, ensure compliance (SOC 2, HIPAA), and optimize costs across AWS, Azure, and GCP. Deploy secure infrastructure in minutes. CloudSoulApplicable toCloud Management.Infrastructure As Code.Compliance Automationand other fields.
Symphony is a universal LLM interface providing an OpenAI-compatible API for deploying, managing, and scaling AI applications. It offers enterprise-grade reliability, up to 20% lower costs, and supports over 100 major AI models like GPT-5 and Llama 4, making it an ideal solution for developers and enterprises seeking efficient and robust AI infrastructure.
Symphony and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Symphony apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Api Management.
Symphonyis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.Startup Founder.AI Engineer.Machine Learning Engineer.CTO.Solutions ArchitectAI tool designed Deploy, manage, and scale AI applications with Symphony's OpenAI-compatible LLM interface. Access 100+ models, enjoy 99.9% uptime, and save up to 20% on API costs for enterprise-grade AI. SymphonyApplicable toApi Management.Model Deployment.Cost Optimization.Ai Infrastructureand other fields.
AIaC by Firefly is a free, open-source CLI tool that uses AI to generate Infrastructure-as-Code (IaC) from natural language prompts. It helps developers and DevOps engineers quickly create configuration code for various cloud platforms and IaC frameworks like Terraform, Pulumi, and CloudFormation, significantly speeding up development and reducing syntax errors.
AIaC by Firefly and Infros share tags such as aws、azure、terraform, so they are better compared from specific feature needs than from broad categories alone.
What sets AIaC by Firefly apart from Infros: Pricing model is Free；Primary scenario leans toward Infrastructure As Code.
AIaC is a free, open-source CLI tool that uses AI to generate Infrastructure-as-Code from natural language. Instantly create code for Terraform, Pulumi, CloudFormation, and more across AWS, Azure, and GCP. AIaC by FireflyApplicable toDevops.Infrastructure As Code.Code Assistantand other fields.
Swytchcode is an AI solutions engineer designed for API and SDK publishers to streamline API consumption. It automates code generation for 15+ languages, simplifies complex integrations, and reduces support overhead. Publishers can manage APIs, create interactive playgrounds, and enable AI-API communication, significantly boosting developer adoption and cutting costs.
Swytchcode and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Swytchcode apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Api Management.
Swytchcodeis an AI tool designed forSoftware Developer.DevOps Engineer.Founder.CTO.Technical Writer.Solutions Architect.API Product Manager.Developer Relations ManagerAI tool designed Swytchcode automates API integration and SDK generation for 15+ languages. Reduce support costs, boost developer adoption, and enhance DX with AI-powered tools. Start a free trial. SwytchcodeApplicable toCustomer Support Automation.Api Management.Sdk Generation.Code Generationand other fields.
UltiHash is a high-performance, Kubernetes-native object storage platform specifically built for AI and big data workloads. It offers lightning-fast data access, significant cost savings through advanced byte-level deduplication, and flexible deployment across cloud, on-premises, or hybrid environments. Its S3-compatible API ensures seamless integration with existing data stacks and AI workflows.
UltiHash and Infros share tags such as hybrid cloud, so they are better compared from specific feature needs than from broad categories alone.
What sets UltiHash apart from Infros: Primary scenario leans toward Data Storage.
UltiHashis an AI tool designed forSoftware Developer.Data Scientist.DevOps Engineer.Machine Learning Engineer.AI Researcher.CTO.Data Engineer.Infrastructure ArchitectAI tool designed Discover UltiHash, the lightning-fast, S3-compatible object storage solution for AI and analytics. Reduce costs by up to 60% with built-in deduplication. Deploy anywhere—cloud, on-premises, or hybrid. UltiHashApplicable toMachine Learning Operations.Databases.Data Storageand other fields.
ProjectPro is a project-based learning platform designed to help data professionals accelerate their careers. It offers a vast library of over 250 end-to-end, industry-grade projects in Data Science, Big Data, AI, and MLOps. Each project includes verified solution code, detailed explainer videos, a cloud lab environment, and expert support, enabling users to gain practical, hands-on experience with real-world business problems and cutting-edge technologies.
ProjectPro and Infros share tags such as aws、azure, so they are better compared from specific feature needs than from broad categories alone.
What sets ProjectPro apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Programming.
Accelerate your career with ProjectPro. Access 250+ end-to-end Data Science, Big Data, and MLOps projects with code, videos, and cloud labs. Build a strong portfolio and gain hands-on skills. ProjectProApplicable toData Science.Programming.Learningand other fields.
cloudnein is an AI-powered cloud management platform designed to optimize costs, enhance security, and automate operations for AWS, GCP, and Azure. It provides intelligent recommendations and proactive insights to help businesses manage their cloud infrastructure efficiently and securely.
cloudnein and Infros share tags such as aws、azure、finops, so they are better compared from specific feature needs than from broad categories alone.
What sets cloudnein apart from Infros: Primary scenario leans toward Management.
Optimize cloud costs, enhance security, and automate operations with cloudnein. Our AI platform provides actionable insights for AWS, GCP, and Azure to streamline your cloud infrastructure. cloudneinApplicable toManagement.Automation.Cost Optimization.Complianceand other fields.
Gemini Code Assist is an AI-powered coding assistant from Google, powered by the Gemini 2.5 model. It integrates into your favorite IDEs, terminal, and development platforms to accelerate the entire software development lifecycle with features like code completion, generation, natural language chat, and automated code reviews.
Gemini Code Assist and Infros share tags such as Google Cloud, so they are better compared from specific feature needs than from broad categories alone.
What sets Gemini Code Assist apart from Infros: Primary scenario leans toward Code Assistant.
Gemini Code Assistis an AI tool designed forSoftware Developer.Student.Data Analyst.DevOps Engineer.Web Developer.Database Administrator.Mobile App Developer.IT AdministratorAI tool designed Boost your productivity with Gemini Code Assist, Google's AI coding assistant. Get intelligent code completion, generation, chat, and automated reviews in your IDE. Free for individuals, with enterprise plans available. Gemini Code AssistApplicable toCode Assistant.Debugging.Automationand other fields.
Fastly is a leading edge cloud platform designed to build, secure, and deliver fast, scalable digital experiences. It combines a modern CDN, robust security features like a Next-Gen WAF, and a powerful serverless compute environment. Fastly helps businesses improve performance, enhance security, and innovate closer to their users, with specific solutions for e-commerce, streaming, and AI-powered applications.
Fastly and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Fastly apart from Infros: Primary scenario leans toward Cloud Computing.
Fastlyis an AI tool designed forProduct Manager.Software Developer.E-commerce Manager.DevOps Engineer.IT Manager.CTO.Security AnalystAI tool designed Discover Fastly's edge cloud platform. Get a modern CDN, Next-Gen WAF, and serverless compute to build, secure, and deliver high-performance websites and applications globally. FastlyApplicable toCdn.Serverless.Cloud Computing.Web Application Firewalland other fields.
Zilliz is an enterprise-grade vector database built for scalable AI applications. Powered by the popular open-source project Milvus, it provides a high-performance, cost-effective, and fully-managed service (Zilliz Cloud) for storing, indexing, and searching billions of vector embeddings. It's designed to power applications like RAG, recommendation systems, and multimodal search, with seamless integrations into major AI frameworks and cloud platforms.
Zilliz and Infros target similar roles such as DevOps Engineer、Solutions Architect; evaluate them on the same procurement or trial shortlist.
What sets Zilliz apart from Infros: Primary scenario leans toward Database.
Zillizis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.Machine Learning Engineer.AI Researcher.Solutions ArchitectAI tool designed Discover Zilliz, the high-performance vector database powered by Milvus. Build enterprise-grade AI applications like RAG, semantic search, and recommender systems with a fully managed, scalable, and cost-effective cloud service. ZillizApplicable toMachine Learning.Database.Searchand other fields.
Nango is a comprehensive integration platform for developers, enabling B2B SaaS companies to rapidly build, deploy, and scale product integrations. It offers pre-built connectors for over 400 APIs, handles complex authorization flows, and provides a unified API, developer tooling, and scalable infrastructure. This developer-first, open-source platform ensures flexibility and control, allowing for custom, low-maintenance integrations.
Nango and Infros target similar roles such as CTO、Solutions Architect; evaluate them on the same procurement or trial shortlist.
What sets Nango apart from Infros: Primary scenario leans toward Api Management.
Nangois an AI tool designed forProduct Manager.Software Developer.CTO.Engineering Manager.SaaS Founder.Backend Developer.Solutions ArchitectAI tool designed Build and scale product integrations in hours with Nango. Access 400+ APIs, handle authorization, and sync data with our developer-first, open-source platform. Start for free. NangoApplicable toSaas.Api Management.Workflow Automationand other fields.
An all-in-one, Jira-native QA and test management platform. AIO Tests streamlines your entire testing lifecycle with features like AI-assisted test case creation, BDD support, comprehensive execution tracking, and seamless CI/CD integration. It's designed for teams of all sizes to improve traceability, automate workflows, and release high-quality software faster.
AIO Tests: QA Testing and Test Management for Jira and Infros target similar roles such as DevOps Engineer; evaluate them on the same procurement or trial shortlist.
What sets AIO Tests: QA Testing and Test Management for Jira apart from Infros: Pricing model is Is Paid；Primary format is App；Primary scenario leans toward Testing.
AIO Tests: QA Testing and Test Management for Jirais an AI tool designed forProduct Manager.Software Developer.Project Manager.Business Analyst.DevOps Engineer.QA Engineer.Test ManagerAI tool designed Streamline your QA process with AIO Tests for Jira. An all-in-one, AI-powered test management solution for BDD, automation, traceability, and CI/CD integration. Try it free! AIO Tests: QA Testing and Test Management for JiraApplicable toDevops.Workflow Automation.Testingand other fields.
Traycer is an advanced AI coding assistant designed for large codebases. It champions a "Plan First, Code Second" approach, generating detailed, actionable plans before writing any code. It integrates with popular AI agents like Copilot and Claude, verifies changes, and offers automated code reviews to streamline development, improve code quality, and significantly boost productivity for individual developers and teams.
Traycer and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Traycer apart from Infros: Primary format is Browser Extension；Primary scenario leans toward Code Assistant.
Trayceris an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.CTO.Tech Lead.Head of Engineering.Fullstack Software EngineerAI tool designed Boost your coding productivity with Traycer, the advanced AI assistant that excels in large codebases. Use spec-driven development, multi-agent planning, and automated code verification to ship faster and with more confidence. Integrates with Copilot, Claude, and more. TraycerApplicable toCode Review.Code Assistant.Automationand other fields.
NeocloudX is an innovative marketplace that commoditizes GPU compute capacity, allowing users to buy, sell, and trade high-performance computing resources like NVIDIA H100 SXM GPUs at true market rates. It offers instant access to bare metal performance via a browser-based console, enabling significant cost savings compared to traditional cloud providers.
NeocloudX and Infros target similar roles such as DevOps Engineer、Cloud Architect; evaluate them on the same procurement or trial shortlist.
What sets NeocloudX apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Gpu Infrastructure.
NeocloudXis an AI tool designed forSoftware Developer.Researcher.Data Scientist.DevOps Engineer.AI Engineer.Cloud Architect.Financial Trader.Infrastructure Manager.Machine Learning ScientistAI tool designed Discover NeocloudX, the marketplace for GPU compute capacity. Buy & sell NVIDIA H100 GPUs at true market rates, save 30-60% vs. cloud, and get instant browser-based access for AI/ML. NeocloudXApplicable toMachine Learning Infrastructure.Gpu Infrastructure.Cloud Development.Compute Resourcesand other fields.
Praxis is a universal AI agent platform for DevOps, enabling teams to build specialized AI teammates through conversation. It automates infrastructure, accelerates troubleshooting, and streamlines complex workflows without manual configuration.
Praxis and Infros share tags such as infrastructure as code、terraform, so they are better compared from specific feature needs than from broad categories alone.
What sets Praxis apart from Infros: Primary scenario leans toward Devops.
Praxisis an AI tool designed forSoftware Developer.DevOps Engineer.System Administrator.Security Engineer.Cloud Engineer.Site Reliability EngineerAI tool designed Praxis is an AI workforce platform for DevOps. Build specialized AI agents via conversation to automate infrastructure, troubleshoot incidents 10x faster, and manage CI/CD. PraxisApplicable toDebugging.Devops.Automationand other fields.
8n Docs is a Chrome Extension that instantly transforms n8n workflows into clear, AI-generated documentation. Simply upload your workflow JSON to get comprehensive and easy-to-understand documentation, streamlining your development and knowledge sharing processes.
8n Docs and Infros target similar roles such as DevOps Engineer、Solutions Architect; evaluate them on the same procurement or trial shortlist.
What sets 8n Docs apart from Infros: Pricing model is Unknown；Primary format is Browser Extension；Primary scenario leans toward Documentation.
8n Docsis an AI tool designed forSoftware Developer.Project Manager.Business Analyst.DevOps Engineer.Technical Writer.Solutions Architect.Automation SpecialistAI tool designed Instantly generate clear, comprehensive documentation for your n8n workflows with 8n Docs, a powerful Chrome Extension. Upload JSON and leverage AI for streamlined technical writing. 8n DocsApplicable toTechnical Writing.Workflow Automation.Documentationand other fields.
Vocareum is a comprehensive cloud-based learning platform designed for educational institutions. It provides secure, scalable, and budget-controlled access to AI tools, virtual computer labs, and cloud resources like AWS, Azure, and GCP. The platform facilitates hands-on learning in AI, data science, and computer science, integrating seamlessly with existing Learning Management Systems (LMS).
Vocareum and Infros share tags such as aws、azure, so they are better compared from specific feature needs than from broad categories alone.
What sets Vocareum apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Teaching.
Discover Vocareum, the all-in-one platform for teaching AI, data science, and cloud computing. Provide students with secure, budget-controlled access to virtual labs, Jupyter notebooks, and generative AI tools. VocareumApplicable toData Science.Cloud Computing.Teachingand other fields.
Cursor is an AI-first code editor designed for pair-programming with artificial intelligence. Built as a fork of VS Code, it offers a familiar environment supercharged with advanced AI capabilities for code generation, editing, debugging, and codebase comprehension, aiming to significantly boost developer productivity.
Cursor and Infros target similar roles such as DevOps Engineer; evaluate them on the same procurement or trial shortlist.
What sets Cursor apart from Infros: Primary format is App；Primary scenario leans toward Code Editor.
Cursoris an AI tool designed forSoftware Developer.Student.Researcher.Data Scientist.DevOps Engineer.Web Developer.Machine Learning Engineer.Quantitative AnalystAI tool designed Discover Cursor, the AI-powered code editor built to accelerate software development. Seamlessly migrate from VS Code and leverage AI for code generation, debugging, and codebase understanding. Boost your productivity by 2x. CursorApplicable toCode Assistant.Code Editor.Developer Toolsand other fields.
Google Skills is an online learning platform designed to help individuals and teams build and validate in-demand technical skills, particularly in AI and cloud technologies. It offers a range of learning paths, including hands-on labs, courses, skill badges, and industry-recognized certifications from Google experts, enabling users to future-proof their careers and enhance workforce capabilities.
Google Skills and Infros share tags such as Google Cloud, so they are better compared from specific feature needs than from broad categories alone.
What sets Google Skills apart from Infros: Primary scenario leans toward Online Learning.
Google Skillsis an AI tool designed forSoftware Developer.HR Manager.Data Analyst.Project Manager.Business Analyst.Data Scientist.AI Engineer.Marketing Specialist.Cybersecurity Analyst.IT Professional.Cloud Architect.Technical TrainerAI tool designed Master AI, Google Cloud, and in-demand tech skills with Google Skills. Access expert-led courses, hands-on labs, earn certifications, and future-proof your career. Explore free and paid plans. Google SkillsApplicable toMachine Learning Training.Online Learning.Certifications.Cloud Computingand other fields.
Paragon is an embedded integration platform for developers, designed to help SaaS and AI companies quickly build and scale product integrations. It provides a unified infrastructure with pre-built connectors, managed authentication, and purpose-built tools for various use cases like high-volume data ingestion for RAG, real-time actions for AI agents, and event-driven workflows. This allows developers to ship any integration their customers need, 10x faster.
Paragon and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Paragon apart from Infros: Primary scenario leans toward Api Management.
Paragonis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.AI Engineer.CTO.SaaS Founder.Solutions EngineerAI tool designed Paragon is the all-in-one integration infrastructure for developers. Build, ship, and scale any product integration for AI agents, RAG, and workflows with 130+ connectors. ParagonApplicable toIntegration Platform.Api Management.Low Code No Code.Automationand other fields.
An EU-hosted, managed PostgreSQL database service optimized for AI applications. It provides fully automated deployment with pgvector for vector search, autoscaling, backups, and transparent pricing, enabling developers to launch production-ready databases in minutes.
Rivestack and Infros share tags such as terraform, so they are better compared from specific feature needs than from broad categories alone.
What sets Rivestack apart from Infros: Pricing model is Is Paid；Primary scenario leans toward Database.
Rivestackis an AI tool designed forSoftware Developer.Data Scientist.DevOps Engineer.Machine Learning Engineer.CTO.Backend DeveloperAI tool designed Launch a production-ready, EU-hosted PostgreSQL database for your AI applications in minutes. Rivestack offers pgvector, autoscaling, and transparent pricing. RivestackApplicable toVector Database.Managed Services.Databaseand other fields.
ThriftyAI is an advanced AI gateway and semantic caching layer designed to significantly reduce AI API costs by up to 80% and accelerate response times. It intelligently caches similar requests, masks sensitive data, and provides robust safety features, making it ideal for modern AI applications seeking efficiency and enterprise-grade security.
ThriftyAI and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets ThriftyAI apart from Infros: Primary scenario leans toward Gateway.
ThriftyAIis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.AI Engineer.CTO.Solutions ArchitectAI tool designed Optimize AI API usage with ThriftyAI's semantic caching, PII masking, and real-time monitoring. Cut costs by 80%, boost speed, and ensure data privacy for your AI apps. ThriftyAIApplicable toGateway.Ai Cost Reduction.Api Optimization.Caching.Data Privacyand other fields.
Coder is a self-hosted, open-source platform for creating secure and scalable Cloud Development Environments (CDEs). It empowers enterprises to manage developer and AI agent workspaces on their own infrastructure, ensuring consistency, accelerating onboarding, and maintaining full control over security and compliance.
Coder and Infros share tags such as infrastructure as code、terraform, so they are better compared from specific feature needs than from broad categories alone.
What sets Coder apart from Infros: Primary scenario leans toward Cloud Development Environment.
Discover Coder, the open-source platform for creating secure, scalable cloud development environments on your own infrastructure. Empower developers and AI agents with consistent, on-demand workspaces. CoderApplicable toDeveloper Tools.Cloud Development Environment.Codingand other fields.
GitHub Copilot is an AI pair programmer that offers intelligent code completions and suggestions directly in your editor. It helps you write code faster, learn new languages, and stay in the flow by turning natural language prompts into coding suggestions across dozens of languages.
GitHub Copilot and Infros target similar roles such as DevOps Engineer; evaluate them on the same procurement or trial shortlist.
What sets GitHub Copilot apart from Infros: Primary format is Browser Extension；Primary scenario leans toward Code Assistant.
GitHub Copilotis an AI tool designed forProduct Manager.Software Developer.Student.Sales Representative.Researcher.Data Analyst.DevOps EngineerAI tool designed Boost your development productivity with GitHub Copilot. Get AI-powered code suggestions, chat assistance, and task automation directly in your editor and on GitHub.com. Supports dozens of languages. GitHub CopilotApplicable toCode Generation.Code Assistant.Automationand other fields.
Truefoundry is an enterprise-ready platform for deploying, managing, and scaling agentic AI applications. It provides a unified AI Gateway to orchestrate complex AI workflows, manage models, and ensure security, governance, and observability. Designed for developers and MLOps teams, it supports on-premise, cloud, and hybrid deployments, optimizing GPU utilization and accelerating time-to-production.
Truefoundry and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Truefoundry apart from Infros: Primary scenario leans toward Machine Learning.
Truefoundryis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.IT Manager.Machine Learning Engineer.CTO.MLOps EngineerAI tool designed Deploy, govern, and scale agentic AI with Truefoundry. A unified platform for LLMOps, model serving, and GPU optimization. Supports on-prem, cloud, and hybrid. TruefoundryApplicable toCloud Computing.Machine Learning.Infrastructure.Mlopsand other fields.
Cloud1 is an AI-powered Windows desktop application designed to simplify AWS EC2 management across multiple accounts and regions. It unifies instances, enables natural language commands via an AI assistant, and offers powerful bulk actions and cost optimization insights.
Cloud1 and Infros share tags such as aws, so they are better compared from specific feature needs than from broad categories alone.
What sets Cloud1 apart from Infros: Primary format is App；Primary scenario leans toward Aws.
Cloud1is an AI tool designed forDevOps Engineer.System Administrator.Cloud Engineer.IT Administrator.Cloud Infrastructure ManagerAI tool designed Cloud1 is a Windows app for AWS EC2 management. Unify accounts, use AI commands, bulk manage instances, and optimize costs across regions with ease. Get your free trial! Cloud1Applicable toAws.Cloud Spending.Infrastructure Automation.Resource Management.System Administrationand other fields.
Verdic provides trust infrastructure and deterministic guardrails for production LLM applications, ensuring AI outputs are predictable, safe, and compliant. It prevents hallucinations, enforces contracts, and validates AI-generated content against defined project intent and safety requirements, crucial for reliable deployment in sensitive industries.
Verdic and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Verdic apart from Infros: Primary scenario leans toward Llm Guardrails.
Verdicis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.AI Engineer.CTO.Compliance Officer.Solutions Architect.ML EngineerAI tool designed Ensure predictable, safe, and compliant AI outputs with Verdic's deterministic guardrails. Prevent hallucinations, enforce contracts, and mitigate risks for LLM applications in regulated industries. VerdicApplicable toLlm Guardrails.Data Protection.Api.Ai Output Validation.Ai Safetyand other fields.
Ansible is a powerful open-source IT automation engine that simplifies application deployment, configuration management, and orchestration. Using human-readable YAML, it automates complex IT processes without requiring agents on managed nodes, making it simple, efficient, and secure for DevOps, system administrators, and developers.
Ansible and Infros share tags such as infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets Ansible apart from Infros: Primary scenario leans toward Devops.
Ansibleis an AI tool designed forSoftware Developer.DevOps Engineer.System Administrator.Security Engineer.Cloud Engineer.Site Reliability Engineer.Network Engineer.IT Automation SpecialistAI tool designed Discover Ansible, the open-source IT automation engine that automates application deployment, configuration management, and orchestration. Simple, powerful, and agentless. AnsibleApplicable toDevops.Infrastructure Management.Automationand other fields.
MACH-AI is an AI coding assistant and complete development platform that transforms concepts into production-ready cloud applications in minutes. It integrates AI code generation, built-in database, authentication, and one-command deployment, enabling developers to build and launch scalable web applications 10x faster across Python, JavaScript, and TypeScript.
MACH-AI and Infros share tags such as infrastructure as code, so they are better compared from specific feature needs than from broad categories alone.
What sets MACH-AI apart from Infros: Primary scenario leans toward Ai Coding Assistant.
MACH-AIis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Startup Founder.Full-Stack Developer.Technical Lead.Frontend Developer.Backend Developer.Solutions ArchitectAI tool designed Accelerate app development 10x with MACH-AI, the AI coding assistant. Generate code, get built-in database/auth, and deploy to production in minutes with one command. Supports Python, JS, TS. MACH-AIApplicable toApplication Deployment.Ai Coding Assistant.Full Stack Development.Developer Toolsand other fields.
Edgee is a token compression gateway that reduces LLM prompt costs by up to 50%. Works transparently with coding agents like Claude, Codex, and Cursor.
Edgee and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Edgee apart from Infros: Primary scenario leans toward Development Tools.
Edgeeis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.AI Engineer.CTO.Engineering Manager.Solutions Architect.IT Administrator.Technical Team LeadAI tool designed Edgee compresses prompts before they reach LLM providers, cutting token costs by up to 50%. Works with Claude, Codex, Cursor. Install in 1 minute, no code changes needed. EdgeeApplicable toLlm Gateway.Api Management.Development Toolsand other fields.
Mayson is a no-code Backend-as-a-Service (BaaS) platform that empowers developers and teams to build, deploy, and scale production-grade full-stack applications instantly. It eliminates the need for manual API development, offering a streamlined process to create robust backends with enterprise-grade security and no vendor lock-in.
Mayson and Infros target similar roles such as DevOps Engineer、CTO; evaluate them on the same procurement or trial shortlist.
What sets Mayson apart from Infros: Primary scenario leans toward Backend Development.
Maysonis an AI tool designed forProduct Manager.Software Developer.Entrepreneur.DevOps Engineer.CTO.Full-Stack Developer.Backend Developer.Solutions ArchitectAI tool designed Mayson simplifies backend development, enabling no-code full-stack app creation with enterprise security, rapid deployment, and flexible pricing. Build MVPs faster. MaysonApplicable toBaas.Backend Development.Backend.Api Developmentand other fields.
Agentfield is an open-source control plane designed for building and running autonomous AI agents as scalable, observable, and identity-aware microservices. It provides Kubernetes-like orchestration, cryptographic identity management, and production-ready infrastructure to bridge the gap between AI prototypes and robust, trustworthy production deployments.
Agentfield and Infros target similar roles such as DevOps Engineer、Cloud Architect; evaluate them on the same procurement or trial shortlist.
What sets Agentfield apart from Infros: Pricing model is Free；Primary scenario leans toward Agent Frameworks.
Agentfieldis an AI tool designed forSoftware Developer.DevOps Engineer.AI Engineer.Compliance Officer.Technical Lead.Cloud Architect.Product Manager (AI/ML)AI tool designed Build and deploy scalable, observable, and identity-aware AI agents like microservices with Agentfield. Leverage cryptographic trust, auto-generated APIs, and robust orchestration for production-ready autonomous software. AgentfieldApplicable toOrchestration.Agent Frameworks.Identity Management.Backendand other fields.
