Accelerate your development 10x with Flowfast. Describe your app in plain English to auto-generate data models, ORM, tRPC APIs, and Next.js admin panels. Start building faster today.
Flowfast is a Is Paid Code Generation 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 Flowfast should not only be considered within the same category; you also need to compare Code Generation、Full Stack、Automation、NextJS, pricing models, product formats, access popularity, and user feedback. The current list prioritizes tools that share a clear category, tag, or applicable profession with Flowfast, such as Craft、Gammacode、Rebolt、Codebay, and explains the similarities and key differences for each recommendation.
Prioritize tools that match both Code Generation 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.
Craft and Flowfast both cover Code Generation and jointly match NextJS、full stack development、tRPC and similar needs, for users who want to prioritize comparing similar use cases.
Differences between Craft and Flowfast mainly show in product experience, feature depth, and workflow design around NextJS.
Aider and Flowfast both cover Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Aider apart from Flowfast: Pricing model is Free；Primary format is App；Primary scenario leans toward Code Assistant.
Rebolt and Flowfast both cover Automation and jointly match automation、code generation、AI developer tool and similar needs, for users who want to prioritize comparing similar use cases.
What sets Rebolt apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Devops.
Gammacode and Flowfast both cover Code Generation、Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Gammacode apart from Flowfast: Pricing model is Freemium.
AutoDocs and Flowfast both cover Automation and jointly match NextJS and similar needs, for users who want to prioritize comparing similar use cases.
What sets AutoDocs apart from Flowfast: Pricing model is Unknown；Primary scenario leans toward Documentation.
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 |
|---|---|---|---|---|
|
Craft
Match score: 20
|
Is Paid | Website | Craft and Flowfast both cover Code Generation and jointly match NextJS、full stack development、tRPC and similar needs, for users who want to prioritize comparing similar use cases. | Differences between Craft and Flowfast mainly show in product experience, feature depth, and workflow design around NextJS. |
|
Gammacode
Match score: 20
|
Freemium | Website | Gammacode and Flowfast both cover Code Generation、Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases. | What sets Gammacode apart from Flowfast: Pricing model is Freemium. |
|
Rebolt
Match score: 18
|
Freemium | Website | Rebolt and Flowfast both cover Automation and jointly match automation、code generation、AI developer tool and similar needs, for users who want to prioritize comparing similar use cases. | What sets Rebolt apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Devops. |
|
Codebay
Match score: 18
|
Freemium | Website | Codebay and Flowfast both cover Automation and jointly match automation、code generation、AI developer tool and similar needs, for users who want to prioritize comparing similar use cases. | What sets Codebay apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Code Assistant. |
|
Zencoder
Match score: 16
|
Freemium | Website | Zencoder and Flowfast both cover Automation and jointly match automation、code generation and similar needs, for users who want to prioritize comparing similar use cases. | What sets Zencoder apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Code Assistant. |
Craft、Gammacode、Rebolt are the most recommended tools for priority comparison on this page. They share a clear category, tag, or applicable profession with Flowfast, 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 Flowfast, 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 Code Generation, 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.
Craft is an AI-powered development framework and Next.js starter kit designed to accelerate SaaS product development. It leverages Anthropic's Claude AI with 10 specialized Skills and 14 pre-configured MCP servers to generate production-ready, clean code. Craft offers adaptive quality levels (Rapid, Balanced, Crafted) to match your product's stage, integrating essential boilerplate features like authentication, payments, and databases, enabling developers to ship features in days, not months.
Craft and Flowfast both cover Code Generation and jointly match NextJS、full stack development、tRPC and similar needs, for users who want to prioritize comparing similar use cases.
Differences between Craft and Flowfast mainly show in product experience, feature depth, and workflow design around NextJS.
Craftis an AI tool designed forProduct Manager.Software Developer.Startup Founder.CTO.Full-Stack Developer.Tech Lead.Indie Hacker.Solo DeveloperAI tool designed Build production-ready SaaS in days with Craft, the AI-powered Next.js starter kit. Leverage Claude AI for code generation, adaptive quality levels, and pre-configured full-stack features. CraftApplicable toSaas Development.Code Generation.Mobile Development.Web Development.Software Developmentand other fields.
Gammacode is an AI-powered code intelligence platform designed to accelerate software development by generating production-ready code, detecting vulnerabilities, and automating fixes. It supports both technical and non-technical users through a web interface and CLI, emphasizing privacy and security.
Gammacode and Flowfast both cover Code Generation、Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Gammacode apart from Flowfast: Pricing model is Freemium.
Gammacodeis an AI tool designed forProduct Manager.Software Developer.Project Manager.DevOps Engineer.Full-Stack Developer.Technical Lead.Frontend Developer.QA Engineer.Backend Developer.Security AnalystAI tool designed Gammacode is an AI-powered platform for developers, offering code generation, vulnerability scanning, and automated bug fixes. Boost productivity, enhance security, and ensure privacy with CLI or web interface. GammacodeApplicable toCode Generation.Code Security.Debugging.Automationand other fields.
Rebolt is an AI-powered platform designed to automate the entire software development lifecycle. It helps developer and DevOps teams build, test, and deploy applications faster and more reliably by leveraging AI for CI/CD pipeline optimization, code generation, and intelligent monitoring.
Rebolt and Flowfast both cover Automation and jointly match automation、code generation、AI developer tool and similar needs, for users who want to prioritize comparing similar use cases.
What sets Rebolt apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Devops.
Reboltis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.Engineering Manager.Tech Lead.System AdministratorAI tool designed Rebolt is an AI platform that automates the entire SDLC. Accelerate your development with AI-powered CI/CD, code generation, automated testing, and intelligent monitoring. Integrate with GitHub and more. ReboltApplicable toCode Assistant.Devops.Infrastructure.Automationand other fields.
Codebay is an AI-powered development platform designed to accelerate the entire software lifecycle. It acts as an intelligent co-pilot for developers, offering advanced features for code generation, automated review, intelligent debugging, and seamless integration with existing workflows to enhance productivity and code quality.
Codebay and Flowfast both cover Automation and jointly match automation、code generation、AI developer tool and similar needs, for users who want to prioritize comparing similar use cases.
What sets Codebay apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Code Assistant.
Codebayis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.Engineering Manager.Technical Lead.Quality Assurance EngineerAI tool designed Discover Codebay, the AI co-pilot for developers. Accelerate your software development with AI-powered code generation, automated reviews, and intelligent debugging. Boost productivity and code quality. CodebayApplicable toCode Generation.Code Assistant.Automationand other fields.
Zencoder is an advanced AI coding agent designed to automate routine development tasks. It deeply integrates into your workflow, understanding your entire codebase to implement features, write tests, fix bugs, and refactor code autonomously. With customizable 'Zen Agents' and seamless integration with VS Code, JetBrains, and over 100 developer tools, Zencoder empowers engineering teams to focus on innovation and ship products faster.
Zencoder and Flowfast both cover Automation and jointly match automation、code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Zencoder apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Code Assistant.
Zencoderis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Machine Learning Engineer.Engineering Manager.Quality Assurance EngineerAI tool designed Boost your team's productivity with Zencoder, the AI coding agent that understands your entire codebase, automates bug fixes, generates tests, and integrates with VS Code, JetBrains, and Jira. Ship faster with autonomous agents. ZencoderApplicable toCode Assistant.Debugging.Testing.Automationand other fields.
Rootly is an AI-powered, end-to-end incident management platform designed for engineering and SRE teams. It automates the entire incident lifecycle, from on-call scheduling and alert response to resolution and post-incident analysis. By integrating seamlessly with tools like Slack, Jira, and Datadog, Rootly streamlines workflows, reduces manual tasks, and helps teams resolve issues faster, ultimately improving system reliability and operational efficiency.
Rootly and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Rootly apart from Flowfast: Primary scenario leans toward Incident Management.
Rootlyis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.IT Manager.Engineering Manager.Site Reliability Engineer.Technical Support Engineer.Incident ManagerAI tool designed Streamline your entire incident response lifecycle with Rootly. Leverage AI and automation for faster resolution, on-call management, and insightful post-mortems. Integrates with Slack, Jira, and more. RootlyApplicable toIncident Management.Devops.Automationand other fields.
Zywrap is a developer platform that eliminates prompt engineering with over 80,000 pre-built wrappers. It provides a unified API to access top AI models like GPT-4o and Claude, enabling developers to get structured, expert-level results by simply providing raw data for rapid application integration.
Zywrap and Flowfast both cover Automation and jointly match automation、code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Zywrap apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Api.
Zywrapis an AI tool designed forMarketing Manager.Content Creator.Product Manager.Software Developer.Data Analyst.Customer Support.Startup FounderAI tool designed Zywrap simplifies AI development with 80,000+ pre-built wrappers and a unified API. Access GPT-4o, Claude & more to get structured results without prompt engineering. ZywrapApplicable toApi.Automation.Content Generationand other fields.
Snailer is a multi-model AI coding agent that operates within your command-line interface (CLI) and integrates with popular IDEs. It understands your codebase, allowing you to describe tasks in plain English to generate, propose, and execute code edits securely and efficiently.
Snailer and Flowfast both cover Automation and jointly match code generation、cli、AI developer tool and similar needs, for users who want to prioritize comparing similar use cases.
What sets Snailer apart from Flowfast: Primary format is App；Primary scenario leans toward Code Assistant.
Snaileris an AI tool designed forSoftware Developer.Data Scientist.DevOps Engineer.Web Developer.Full-Stack DeveloperAI tool designed Boost your development with Snailer, the multi-model AI coding agent. Integrates with your CLI and IDE to understand your codebase and execute safe edits from plain English commands. SnailerApplicable toCode Assistant.Automationand other fields.
MiniMax Agent is a powerful AI agent platform designed to automate complex tasks, from building full-stack websites and generating presentations to conducting in-depth research. By leveraging natural language prompts, users can minimize effort and maximize intelligence, creating sophisticated digital products and content with unprecedented speed and efficiency. The platform features a collaborative gallery for sharing and remixing projects.
MiniMax Agent and Flowfast both cover Automation and jointly match automation、full stack development and similar needs, for users who want to prioritize comparing similar use cases.
What sets MiniMax Agent apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Low Code No Code.
MiniMax Agentis an AI tool designed forMarketing Manager.Content Creator.Product Manager.Social Media Manager.Software Developer.Researcher.Data Analyst.Entrepreneur.Educator.UI/UX DesignerAI tool designed Discover MiniMax Agent, the intelligent AI platform that automates complex tasks. Build websites, create presentations, conduct research, and more with simple text prompts. Minimize effort, maximize results. MiniMax AgentApplicable toLow Code No Code.Content Generation.Automation.Data Analysisand other fields.
Fluxstack is an AI-powered visual database schema builder that helps developers design, manage, and deploy production-ready database schemas at warp speed. It generates SQL, Prisma, and TypeScript code instantly, supporting popular stacks like PostgreSQL, MySQL, and Supabase.
Fluxstack and Flowfast both cover Code Generation and jointly match code generation、database schema and similar needs, for users who want to prioritize comparing similar use cases.
What sets Fluxstack apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Database Tools.
Fluxstackis an AI tool designed forProduct Manager.Software Developer.Full-Stack Developer.Solutions Architect.Data Engineer.Database Administrator.Backend EngineerAI tool designed Design, manage, and export database schemas visually with Fluxstack's AI Copilot. Generate SQL, Prisma, TypeScript code instantly for PostgreSQL, MySQL, and more. Free during early access. FluxstackApplicable toDeveloper Tools.Code Generation.Database Tools.Diagrammingand other fields.
Swe Studio provides autonomous AI agents that function as full members of your engineering team. They independently handle development tasks from Jira tickets to pull requests, collaborating via Slack and GitHub to ship production-ready features.
Swe Studio and Flowfast both cover Automation and jointly match automation、code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Swe Studio apart from Flowfast: Pricing model is Unknown；Primary scenario leans toward Code Assistant.
Swe Studiois an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.CTO.Engineering Manager.Tech LeadAI tool designed Swe Studio provides autonomous AI agents that act as full team members, handling tasks from Jira tickets to pull requests. Accelerate development and integrate with GitHub & Slack. Swe StudioApplicable toCode Assistant.Automation.Project Managementand other fields.
Morph is an API-first platform for developers, providing the fastest and most accurate way to apply AI-generated edits to code and files. With speeds of 4,500+ tokens/sec and 98% accuracy, it empowers AI agents to perform reliable, semantic modifications, bridging the gap between AI suggestions and production-ready implementation.
Morph and Flowfast both cover Automation and jointly match automation、code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Morph apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Code Assistant.
Morphis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.AI Engineer.Technical WriterAI tool designed Morph provides a high-speed (4500+ tok/s), high-accuracy (98%) API for AI agents to apply edits to code and documents. Build reliable coding assistants, automation tools, and more with our semantic editing models. MorphApplicable toInfrastructure.Code Assistant.Automationand other fields.
Toolhouse is a no-code/low-code platform that democratizes AI agent creation. It allows developers to build, deploy, and manage production-grade AI agents from simple prompts. With pre-built integrations for web scraping, search, RAG, and databases, Toolhouse abstracts away the complexity of infrastructure, enabling one-click deployment of agents as scalable APIs. It's designed to empower developers of all skill levels to ship AI-powered applications quickly.
Toolhouse and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Toolhouse apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Agent Development.
Toolhouseis an AI tool designed forMarketing Manager.Content Creator.Product Manager.Software Developer.Data Analyst.Startup Founder.AI Engineer.Automation SpecialistAI tool designed Toolhouse is the assembly line for AI agents. Build, test, and deploy production-grade agents as APIs in minutes, not months. Features built-in RAG, web search, and more. Start for free. ToolhouseApplicable toAgent Development.Workflow Automation.Automationand other fields.
Durable is a revolutionary AI platform that autonomously builds production-ready software from your ideas. Leveraging advanced neurosymbolic AI, it transforms natural language concepts into fully functional applications without requiring any coding, making software creation accessible to everyone.
Durable and Flowfast both cover Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Durable apart from Flowfast: Pricing model is Unknown；Primary scenario leans toward No Code.
Durableis an AI tool designed forProduct Manager.Software Developer.Entrepreneur.Project Manager.Business Analyst.Startup FounderAI tool designed Durable is a revolutionary AI platform that autonomously builds production-ready software from your ideas. Using neurosymbolic AI, it understands, reasons, and develops custom applications without any coding required. Sign up for early access. DurableApplicable toStartup Tools.No Code.Automationand other fields.
Octoparse is a powerful no-code web scraping tool that allows anyone to extract data from websites without programming. It features a visual workflow designer, an AI-powered assistant for easy setup, and hundreds of pre-built templates for popular sites. With cloud-based automation, IP rotation, and CAPTCHA solving, Octoparse handles complex scraping tasks efficiently, turning web pages into structured data for lead generation, market research, and more.
Octoparse and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Octoparse apart from Flowfast: Pricing model is Freemium；Primary format is App；Primary scenario leans toward Web Scraping.
Octoparseis an AI tool designed forMarketing Manager.Product Manager.Software Developer.Sales Representative.Researcher.Data Analyst.E-commerce Manager.Business Owner.Journalist.RecruiterAI tool designed Discover Octoparse, the leading no-code web scraping tool. Easily extract data from any website with our AI assistant, pre-built templates, and cloud automation. Perfect for lead generation, market research, and more. Start your free trial! OctoparseApplicable toWeb Scraping.No Code.Lead Generation.Automationand other fields.
Rp1 is a professional development workflow tool for AI coding assistants, designed to streamline software creation from requirements to deployment. It offers 21 commands and 18 specialized agents for efficient, single-pass execution of complex coding tasks, ensuring structured outputs and deep codebase awareness.
Rp1 and Flowfast both cover Code Generation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Rp1 apart from Flowfast: Pricing model is Unknown；Primary format is App；Primary scenario leans toward Ai Assistant.
Rp1is an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Engineering Manager.Technical Writer.QA EngineerAI tool designed Streamline software development with Rp1, an open-source AI coding assistant. Leverage 21 commands, 18 agents, and single-pass execution for features, bug fixes, and PRs. Rp1Applicable toAi Assistant.Code Generation.Code Review.Technical Writing.Software Developmentand other fields.
AutoDocs is an AI-powered documentation tool designed for developers, automating the generation, updating, and refinement of technical documents. It leverages Google's Generative AI and LangChain to streamline the documentation process, allowing builders to focus more on development and less on writing.
AutoDocs and Flowfast both cover Automation and jointly match NextJS and similar needs, for users who want to prioritize comparing similar use cases.
What sets AutoDocs apart from Flowfast: Pricing model is Unknown；Primary scenario leans toward Documentation.
AutoDocsis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Engineering Manager.Technical WriterAI tool designed AutoDocs automates technical documentation for developers using AI. Generate, update, and render docs with Google Generative AI, Markdown, and a modern tech stack. Build more, write less. AutoDocsApplicable toContent Generation.Documentation.Automationand other fields.
HeroUI Chat is an AI-powered tool that generates UI components and pages from simple text prompts. Built on NextUI and Tailwind CSS, it allows developers and designers to rapidly create beautiful, responsive, and accessible user interfaces by describing them in natural language, significantly accelerating the prototyping and development workflow.
HeroUI Chat and Flowfast both cover Code Generation and jointly match code generation、AI developer tool and similar needs, for users who want to prioritize comparing similar use cases.
What sets HeroUI Chat apart from Flowfast: Pricing model is Freemium.
HeroUI Chatis an AI tool designed forProduct Manager.Software Developer.Founder.UI/UX Designer.Web Designer.Front-end DeveloperAI tool designed Generate beautiful, production-ready UI components for React, NextUI, and Tailwind CSS from simple text prompts. Speed up your development workflow with HeroUI Chat, the AI assistant for front-end developers and designers. HeroUI ChatApplicable toUi Ux.Code Generation.Developer Toolsand other fields.
An AI-powered tool that integrates with Jira to automatically generate consistent and descriptive Git branch names. It analyzes Jira task data to streamline developer workflows, enforce naming conventions, and improve repository clarity.
Branch name generator and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Branch name generator apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Version Control.
Branch name generatoris an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Engineering Manager.Tech Lead.Quality Assurance EngineerAI tool designed Streamline your development workflow with our AI-powered Git Branch name generator. Integrates directly with Jira to create consistent, descriptive branch names in seconds. Try it for free. Branch name generatorApplicable toVersion Control.Automationand other fields.
Aider is an AI-powered pair programmer that operates directly in your terminal. It intelligently maps your entire codebase, providing full project context for complex tasks. Seamlessly integrated with Git, it automates commits and allows you to manage AI-driven changes with familiar tools. Aider supports over 100 programming languages, connects to leading cloud and local LLMs, and even accepts voice and image inputs, making it a versatile and powerful assistant for any developer seeking to accelerate their workflow and improve code quality.
Aider and Flowfast both cover Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Aider apart from Flowfast: Pricing model is Free；Primary format is App；Primary scenario leans toward Code Assistant.
Aideris an AI tool designed forSoftware Developer.Data Scientist.DevOps Engineer.Web Developer.Full-Stack Developer.Software Engineer.Mobile App DeveloperAI tool designed Boost your coding productivity with Aider, the open-source AI pair programmer for your terminal. Features deep Git integration, full codebase context, and support for GPT-4o, Claude 3.7, and local LLMs. AiderApplicable toProgramming.Code Assistant.Automationand other fields.
Codeball is an AI-powered code review assistant that integrates with GitHub to automatically analyze pull requests. It helps development teams ship better code faster by identifying bugs, suggesting improvements, and ensuring code quality without manual intervention.
Codeball and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Codeball apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Code Review.
Codeballis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Engineering Manager.Tech LeadAI tool designed Accelerate your development workflow with Codeball, the AI assistant that automatically reviews pull requests, finds bugs, and suggests improvements. Ship better code, faster. CodeballApplicable toCode Review.Debugging.Automationand other fields.
Composio is a developer platform that acts as a "skill layer" for AI agents. It enables developers to seamlessly connect their AI agents to over 10,000 tools and APIs, handling complex tasks like authentication, execution, and scaling. This allows developers to build powerful, action-oriented AI applications much faster by focusing on agent logic rather than integration plumbing.
Composio and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Composio apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Api & Integration.
Composiois an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.AI Engineer.Machine Learning Engineer.Automation Specialist.Technical FounderAI tool designed Composio is the ultimate developer platform for building AI agents. Seamlessly integrate thousands of tools, manage authentication, and scale tool execution for your LLMs. Get started for free. ComposioApplicable toAgent Tooling.Api & Integration.Automationand other fields.
Yamify is a cloud platform that hosts AI workers to help small teams automate, create, and scale applications. It simplifies Kubernetes deployment and management, allowing users to launch and manage apps in a private cloud environment without writing YAML.
Yamify and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Yamify apart from Flowfast: Pricing model is Unknown；Primary scenario leans toward Deployment.
Yamifyis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Startup Founder.Web Developer.IT ManagerAI tool designed Yamify helps small teams automate, create, and scale applications with AI workers. Deploy and manage your private Kubernetes space without touching YAML. Join the waitlist. YamifyApplicable toPaas.Deployment.Automationand other fields.
Plandex is an open-source, terminal-based AI coding agent designed for complex, large-scale software development tasks. It excels at handling large projects and files with its 2M token context window. Featuring a diff review sandbox, configurable autonomy, and multi-model support, Plandex empowers developers to build, debug, and refactor entire applications with AI assistance, ensuring control and productivity in a dev-friendly workflow.
Plandex and Flowfast both cover Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Plandex apart from Flowfast: Pricing model is Freemium；Primary format is App；Primary scenario leans toward Code Assistant.
Plandexis an AI tool designed forSoftware Developer.Data Scientist.DevOps Engineer.Machine Learning Engineer.Engineering Manager.Full-Stack Developer.Frontend Developer.Backend DeveloperAI tool designed Discover Plandex, the terminal-based AI coding agent built for serious software development. Handle large files, build entire features, and debug complex apps with a 2M token context, diff review sandbox, and multi-model support. PlandexApplicable toCode Generation.Code Assistant.Automationand other fields.
HOJI AI is a free, AI-powered tool that automates code reviews directly within GitHub. It provides instant, consistent, and high-quality feedback on pull requests, helping development teams increase productivity, improve code quality, and accelerate their development cycles by freeing up senior engineers.
HOJI AI and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets HOJI AI apart from Flowfast: Pricing model is Free；Primary scenario leans toward Code Review.
HOJI AIis an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Engineering Manager.Tech Lead.Open Source MaintainerAI tool designed Automate your code review process with HOJI AI. Get instant, unbiased, and high-quality feedback on your pull requests for free. Improve code quality and boost developer productivity. HOJI AIApplicable toCode Assistant.Code Review.Automationand 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 Flowfast both cover Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets GitHub Copilot apart from Flowfast: Pricing model is Freemium；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.
Vibefyre is an AI-powered UI kit designed to accelerate web development by providing high-quality, pre-designed components and prompts. It enables developers to quickly generate unique and consistent user interfaces using their favorite AI coding tools, significantly reducing design and development time for React/TSX applications.
Vibefyre and Flowfast both cover Code Generation and jointly match code generation、NextJS and similar needs, for users who want to prioritize comparing similar use cases.
What sets Vibefyre apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Ui Design.
Vibefyreis an AI tool designed forSoftware Developer.Web Developer.UI/UX Designer.Product Designer.Full-Stack Developer.Front-end DeveloperAI tool designed Accelerate UI design with Vibefyre, an AI-powered kit offering pre-designed components and prompts. Generate consistent, customizable interfaces for React/TSX apps faster. VibefyreApplicable toWeb Design.Code Generation.Ui Design.Developer Toolsand other fields.
Sonara is an AI-powered job search platform that automates the entire application process. It uses intelligent algorithms to find relevant job openings based on your profile and automatically applies on your behalf, saving you hundreds of hours and significantly increasing your application volume.
Sonara and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Sonara apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Job Search.
Sonarais an AI tool designed forMarketing Manager.Product Manager.Software Developer.Sales Representative.HR Manager.Data Analyst.Recruiter.Job Seeker.Career Changer.Recent GraduateAI tool designed Use Sonara's AI to automate your job search. Our tool finds the best job matches and automatically applies for you, saving you time and effort. Start for free today. SonaraApplicable toJob Search.Recruiting.Automationand other fields.
A comprehensive, one-stop platform by iFlytek for building, debugging, and deploying AI agents. Powered by the Spark Large Language Model, it enables developers to create intelligent applications through a low-code interface, an extensive plugin marketplace, and robust management tools, covering the entire agent lifecycle.
Xunfei Spark Agent Development Platform and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Xunfei Spark Agent Development Platform apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Agent Builder.
Xunfei Spark Agent Development Platformis an AI tool designed forMarketing Manager.Content Creator.Product Manager.Software Developer.Business Analyst.Data Scientist.AI Engineer.Prompt Engineer.Automation Specialist.Tech EntrepreneurAI tool designed Discover the Xunfei Spark Agent Development Platform. A powerful, low-code environment for creating, testing, and deploying intelligent AI agents powered by the Spark LLM. Features a rich plugin marketplace and comprehensive developer tools. Xunfei Spark Agent Development PlatformApplicable toAgent Builder.Platform.Automationand other fields.
Komandi is an AI-powered CLI/terminal command manager for developers and sysadmins. It simplifies command-line operations by allowing you to manage snippets, generate complex commands from natural language, and execute them safely. It supports macOS, Windows, and Linux, streamlining your workflow by organizing frequently used commands and detecting potentially dangerous ones before execution.
Komandi and Flowfast both cover Automation and jointly match automation、code generation、cli and similar needs, for users who want to prioritize comparing similar use cases.
What sets Komandi apart from Flowfast: Primary format is App；Primary scenario leans toward Command Line.
Boost your command-line productivity with Komandi. Generate, manage, and execute terminal commands using AI. Supports macOS, Windows, and Linux. Say goodbye to searching for complex commands. KomandiApplicable toCode Assistant.Command Line.Automationand other fields.
Kiro is an AI-powered Integrated Development Environment (IDE) designed to streamline the entire software development lifecycle, from prototype to production. It introduces a structured, spec-driven development approach, transforming natural language prompts into clear requirements, system designs, and executable tasks. By leveraging AI agents, Kiro automates coding, testing, and documentation, helping developers build complex applications faster and with higher quality.
Kiro and Flowfast both cover Automation and jointly match automation、code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Kiro apart from Flowfast: Pricing model is Free；Primary format is App；Primary scenario leans toward Integrated Development Environment.
Discover Kiro, the AI-powered IDE that brings structure to coding with spec-driven development. Go from prompt to production-ready code, automate testing, and build complex applications faster. KiroApplicable toCode Assistant.Integrated Development Environment.Automationand other fields.
Akiflow is an AI-powered time blocking and task management platform that consolidates all your tasks and calendars into a single, unified workspace. Featuring Aki, an AI executive assistant, it helps you automate scheduling, manage routines, and organize your day with unparalleled speed and efficiency, eliminating the need to switch between multiple apps.
Akiflow and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Akiflow apart from Flowfast: Primary format is App；Primary scenario leans toward Task Management.
Akiflowis an AI tool designed forProduct Manager.Software Developer.Sales Representative.Project Manager.Consultant.Freelancer.Founder.Marketer.Designer.C-level ExecutiveAI tool designed Unify your tasks, calendars, and tools with Akiflow. Leverage Aki, the AI assistant, to automate scheduling, manage your day, and achieve peak productivity. Start your free trial. AkiflowApplicable toAutomation.Calendar Management.Task Managementand other fields.
Vibecodeprompts is an AI-powered tool designed to transform your ideas into structured, production-ready prompts for various AI coding assistants. It helps developers and builders ship applications faster by generating optimized prompts tailored for specific tools like Lovable, Replit, Claude Code, V0, and Bolt.new, saving time and resources.
Vibecodeprompts and Flowfast both cover Code Generation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Vibecodeprompts apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Prompt Engineering.
Vibecodepromptsis an AI tool designed forProduct Manager.Software Developer.Startup Founder.Web Developer.UI/UX Designer.Prompt EngineerAI tool designed Turn ideas into production-ready code with Vibecodeprompts. Generate optimized, tool-specific AI prompts for Lovable, Replit, Claude Code, V0, and Bolt.new to ship apps faster. VibecodepromptsApplicable toCode Generation.Prompt Engineering.Ai Assistantand other fields.
Neurolint is a free CLI tool that automatically detects and fixes bugs in React & Next.js codebases. It uses a deterministic, rule-based 7-layer architecture, not AI, to provide precise fixes for issues like hydration errors, accessibility problems, and performance bottlenecks, ensuring your code remains valid and production-ready.
Neurolint and Flowfast both cover Automation and jointly match automation、NextJS、cli and similar needs, for users who want to prioritize comparing similar use cases.
What sets Neurolint apart from Flowfast: Pricing model is Free；Primary format is App；Primary scenario leans toward Code Assistant.
Neurolintis an AI tool designed forSoftware Developer.Web Developer.Frontend DeveloperAI tool designed Stop hydration crashes and other bugs. Neurolint is a free CLI tool that automatically fixes your React & Next.js code using a deterministic, rule-based engine. NeurolintApplicable toCode Assistant.Debugging.Automationand other fields.
v0 is an AI agent by Vercel that helps anyone create real code, full-stack apps, and intelligent agents from natural language prompts, enabling rapid prototyping and deployment.
v0 and Flowfast both cover Code Generation and jointly match code generation、NextJS and similar needs, for users who want to prioritize comparing similar use cases.
What sets v0 apart from Flowfast: Pricing model is Unknown.
v0is an AI tool designed forMarketing Manager.Content Creator.Product Manager.Software Developer.Student.Data Scientist.Founder.DesignerAI tool designed v0 is an AI agent by Vercel that turns prompts into real code and full-stack web applications. Prototype, design, and deploy to production in minutes with AI-powered development. v0Applicable toUi Design.Code Generation.App Builderand other fields.
Screenpipe is an open-source AI SDK that captures your computer's screen and audio 24/7, creating a local, private digital memory. It powers a rich ecosystem of AI agents that can search, summarize, and automate tasks based on your complete digital context, turning your computer usage into a powerful, personalized AI.
Screenpipe and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Screenpipe apart from Flowfast: Pricing model is Freemium；Primary format is App；Primary scenario leans toward Automation.
Screenpipeis an AI tool designed forContent Creator.Product Manager.Software Developer.Data Analyst.Founder.AI Researcher.Market Researcher.Knowledge Worker.Productivity EnthusiastAI tool designed Discover Screenpipe, the open-source AI SDK that captures your screen and audio to create a private, local digital memory. Power personal AI agents for ultimate productivity and automation. ScreenpipeApplicable toPersonal Data.Sdk.Desktop Enhancement.Automationand other fields.
The Salesforce Platform is an enterprise-grade, low-code application development platform powered by AI. It enables businesses to build, deploy, and manage custom applications, automate complex workflows, and integrate systems seamlessly. Leveraging Einstein AI, Data Cloud, and robust security, it empowers teams to create intelligent, data-driven experiences for both customers and employees, accelerating innovation and reducing IT costs.
Salesforce Platform and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Salesforce Platform apart from Flowfast: Primary scenario leans toward Low Code No Code.
Salesforce Platformis an AI tool designed forMarketing Manager.Product Manager.Software Developer.Sales Representative.Customer Support.Business Analyst.Operations Manager.IT Manager.System AdministratorAI tool designed Build custom apps, automate workflows, and create intelligent experiences with the Salesforce Platform. Leverage Einstein AI, Data Cloud, and low-code tools to drive business growth. Salesforce PlatformApplicable toCrm.Analytics.Low Code No Code.Automationand other fields.
Znote is a powerful note-taking app that turns your notes into interactive, executable documents. It combines a rich Markdown editor with inline code execution (JS, Node.js, Bash), AI assistance, and data integrations, making it a versatile workspace for developers, analysts, and product teams to prototype, document, and automate workflows.
Znote and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Znote apart from Flowfast: Pricing model is Freemium；Primary format is App；Primary scenario leans toward Note Taking.
Znoteis an AI tool designed forMarketing Manager.Product Manager.Software Developer.Student.Data Analyst.Freelancer.DevOps Engineer.Technical WriterAI tool designed Discover Znote, the interactive notebook that combines Markdown, live code execution (JS, Node.js), and AI. Build dashboards, prototype APIs, and automate workflows in one place. Local-first and privacy-focused. ZnoteApplicable toNotebooks.Ides.Automation.Note Takingand other fields.
Zuvu is a next-generation AI agents platform that acts as a Smart Router, providing access to a diverse range of advanced AI models like OpenAI GPT-5, Anthropic Claude, and Google Gemini for complex, agentic workflows across various domains.
Zuvu and Flowfast both cover Code Generation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Zuvu apart from Flowfast: Pricing model is Unknown；Primary scenario leans toward Ai Agents.
Zuvuis an AI tool designed forContent Creator.Product Manager.Software Developer.Researcher.Educator.Business Analyst.Data Scientist.Financial Analyst.UI/UX Designer.AI Engineer.Technical Writer.Cybersecurity AnalystAI tool designed Zuvu offers a Smart Router to access leading AI models like GPT-5, Claude, and Gemini. Optimize complex coding, research, and business workflows with powerful agentic capabilities. ZuvuApplicable toAutomation.Code Generation.Learning Tools.Ai Art.Ai Agents.Ai Models.Workflow Automation.Content Creationand other fields.
Lumo is an open-source, AI-powered terminal assistant that allows users to interact with the command line using natural language. It translates plain English into executable commands, automates complex tasks, monitors system health, and supports multiple AI models including Gemini, OpenAI, and Ollama for local inference.
Lumo and Flowfast both cover Automation and jointly match automation、cli and similar needs, for users who want to prioritize comparing similar use cases.
What sets Lumo apart from Flowfast: Pricing model is Free；Primary format is App；Primary scenario leans toward Command Line.
Lumois an AI tool designed forSoftware Developer.Data Scientist.DevOps Engineer.System Administrator.Cybersecurity Analyst.IT Support SpecialistAI tool designed Boost your command-line productivity with Lumo, an open-source AI terminal assistant. Translate natural language to commands, automate tasks, and monitor system health. LumoApplicable toCode Assistant.Command Line.Automationand other fields.
Kilo is an open-source, all-in-one AI coding agent and orchestration platform designed to accelerate software development. It integrates seamlessly into your workflow via VS Code, JetBrains IDEs, and the CLI, offering access to 500+ AI models, automated code reviews, cloud agents, and deployment tools—all while emphasizing transparency, control, and developer productivity.
Kilo and Flowfast target similar roles such as Product Manager、Software Developer; evaluate them on the same procurement or trial shortlist.
What sets Kilo apart from Flowfast: Pricing model is Freemium；Primary format is Browser Extension；Primary scenario leans toward Ai Code Assistant.
Kilois an AI tool designed forProduct Manager.Software Developer.DevOps Engineer.Startup Founder.Engineering Manager.Full-Stack Developer.Technical LeadAI tool designed Boost dev productivity with Kilo, the open-source AI coding platform. Get code autocomplete, reviews, cloud agents & access to 500+ LLMs in VS Code, JetBrains & CLI. Start free. KiloApplicable toAi Code Assistant.Ai Platform.Project Managementand other fields.
Qoder is an agentic AI coding platform designed for real software development. It leverages an enhanced context engine to autonomously plan, code, and test entire projects based on simple prompts, integrating seamlessly into developer workflows via IDE, CLI, or JetBrains plugin.
Qoder and Flowfast both cover Automation and jointly match code generation、cli and similar needs, for users who want to prioritize comparing similar use cases.
What sets Qoder apart from Flowfast: Pricing model is Freemium；Primary format is App；Primary scenario leans toward Code Assistant.
Qoderis an AI tool designed forContent Creator.Software Developer.Consultant.Founder.Growth Marketer.AI Product Manager.Developer Advocate.Senior Software Engineer.Technology BloggerAI tool designed Qoder is an agentic AI coding platform that automates planning, coding, and testing. Leverage enhanced context, Quest Mode, and Repo Wiki for efficient software development. QoderApplicable toCode Assistant.Automation.Ai Codingand other fields.
Greta is an innovative AI-powered platform designed to empower users to build custom applications and UI components using simple text prompts. It accelerates the development process, allowing anyone from developers to entrepreneurs to bring their ideas to life quickly and efficiently, even without extensive coding knowledge.
Greta and Flowfast both cover Automation and jointly match code generation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Greta apart from Flowfast: Pricing model is Unknown；Primary scenario leans toward Low Code Development.
Gretais an AI tool designed forProduct Manager.Software Developer.Entrepreneur.Project Manager.Business Owner.Web DesignerAI tool designed Greta empowers users to create custom web applications and UI components using plain language prompts or GitHub imports. Accelerate development for CRMs, landing pages, blogs, and more. GretaApplicable toApp Builder.Low Code Development.Ui Generation.Automationand other fields.
Arcade is an AI tool-calling platform for developers, enabling AI agents to securely perform actions on behalf of users. It connects AI to services like Gmail, Slack, and APIs through pre-built connectors and a custom SDK, handling complex authentication (OAuth) automatically. This allows developers to build assistants that go beyond chat to execute real-world tasks.
Arcade and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Arcade apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Api Management.
Arcadeis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.AI EngineerAI tool designed Arcade is a developer platform that enables AI agents to securely perform actions. Connect AI to APIs, email, and calendars with pre-built connectors and simplified OAuth. ArcadeApplicable toFramework.Api Management.Automationand other fields.
ChatBotKit is a comprehensive conversational AI platform for building, deploying, and managing custom AI bots and agents. It offers a suite of modular tools, seamless integrations with websites and messaging apps like Slack and WhatsApp, and intuitive templates for rapid development. Ideal for businesses seeking to enhance customer engagement, automate tasks, and streamline workflows with powerful, customizable AI solutions.
ChatBotKit and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets ChatBotKit apart from Flowfast: Pricing model is Freemium；Primary scenario leans toward Chatbots.
ChatBotKitis an AI tool designed forMarketing Manager.Product Manager.Software Developer.Sales Representative.HR Manager.Entrepreneur.Business Owner.Customer SupportAI tool designed Build, deploy, and manage powerful conversational AI bots and agents with ChatBotKit. Integrate seamlessly with websites, Slack, WhatsApp, and more. Start for free. ChatBotKitApplicable toChatbots.Api.Platform.Automationand other fields.
An open-source AI tool that allows you to interact with your PostgreSQL database using natural language. Ask questions, get insights, and perform operations through a simple chat interface, eliminating the need for complex SQL queries.
The core intersection of Chat With Your Database and Flowfast lies in Automation, making it a suitable direct replacement in similar scenarios.
What sets Chat With Your Database apart from Flowfast: Pricing model is Free；Primary scenario leans toward Database.
Chat With Your Databaseis an AI tool designed forMarketing Manager.Product Manager.Software Developer.Sales Representative.Data Analyst.Business Analyst.Startup Founder.Database AdministratorAI tool designed Chat With Your Database is a free, open-source AI tool that lets you query your PostgreSQL database using plain English. Get instant insights and analyze data through a simple chat interface. Chat With Your DatabaseApplicable toBusiness Intelligence.Database.Automationand other fields.
Pitchpal is an AI-powered Reddit marketing automation tool for founders and startups. It automates subreddit discovery, crafts authentic posts and replies, and schedules them for optimal engagement. The platform focuses on safe, compliant growth to drive traffic and signups without the risk of account bans.
Pitchpal and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Pitchpal apart from Flowfast: Primary scenario leans toward Social Media Marketing.
Pitchpalis an AI tool designed forMarketing Manager.Product Manager.Social Media Manager.Sales Representative.Startup FounderAI tool designed Turn Reddit into a growth engine with Pitchpal. AI-powered automation for subreddit discovery, content creation, and safe posting. Get high-intent users without the risk of bans. PitchpalApplicable toSocial Media Marketing.Automation.Lead Generationand other fields.
A powerful command-line interface (CLI) tool for interacting with OpenAI's DALL-E models. Generate, edit, and manage AI images directly from your terminal, perfect for developers, scripters, and automating creative workflows.
Dallecli and Flowfast both cover Automation and jointly match automation、cli and similar needs, for users who want to prioritize comparing similar use cases.
What sets Dallecli apart from Flowfast: Pricing model is Freemium；Primary format is App；Primary scenario leans toward Command Line Interface.
Dallecliis an AI tool designed forContent Creator.Software Developer.Data Scientist.DevOps Engineer.Game Developer.AI Researcher.System Administrator.Technical ArtistAI tool designed Unlock the power of DALL-E directly in your terminal with Dallecli. A fast and efficient CLI tool for developers to automate AI image generation, editing, and variations via scripts. DallecliApplicable toCommand Line Interface.Image Generation.Automationand other fields.
An open-source, self-hosted platform for discovering, deploying, and managing specialized AI agents on your own infrastructure, ensuring complete data privacy and control.
AgentSystems and Flowfast both cover Automation and jointly match automation and similar needs, for users who want to prioritize comparing similar use cases.
What sets AgentSystems apart from Flowfast: Pricing model is Free；Primary scenario leans toward Ai Infrastructure.
AgentSystemsis an AI tool designed forProduct Manager.Software Developer.Data Scientist.DevOps Engineer.IT Manager.Machine Learning Engineer.Security AnalystAI tool designed Discover, deploy, and manage AI agents securely on your own infrastructure with AgentSystems. An open-source, self-hosted platform with container isolation for data privacy. AgentSystemsApplicable toSelf Hosted.Ai Infrastructure.Automationand other fields.
butterfish is an open-source CLI tool that supercharges your shell (bash, zsh) with AI capabilities. Acting like GitHub Copilot for the command line, it allows you to generate commands, debug errors, and automate tasks using natural language prompts directly in your terminal. It maintains context from your shell history, providing highly relevant assistance and boosting productivity for developers and sysadmins.
butterfish and Flowfast both cover Automation and jointly match automation、code generation、cli and similar needs, for users who want to prioritize comparing similar use cases.
What sets butterfish apart from Flowfast: Pricing model is Freemium；Primary format is App；Primary scenario leans toward Command Line.
Boost your command-line productivity with butterfish, the open-source AI shell wrapper. Get contextual help, generate commands, debug errors, and automate tasks directly in your terminal. Like GitHub Copilot for your shell. butterfishApplicable toCode Assistant.Command Line.Automationand other fields.
