Defang
Last Updated on: Dec 19, 2025
Defang
0
0Reviews
25Views
1Visits
AI DevOps Assistant
AI Developer Tools
AI Workflow Management
AI Project Management
AI Task Management
AI Monitor & Report Builder
AI Log Management
AI Analytics Assistant
What is Defang?
Defang is an AI‑DevOps agent and cloud deployment tool that enables developers to take an app (from Docker Compose or natural language prompt) and deploy it securely, scalably, and with minimal friction to a cloud environment of their choice. It handles infrastructure, services, security, networking, observability, and more — so developers can focus on building rather than managing deployment complexity.
Who can use Defang & how?
  • Developers & Engineers: Easily deploy multi-service apps using Docker Compose.
  • Startups & SaaS Teams: Launch MVPs and scale production apps without DevOps overhead.
  • DevOps Professionals: Automate deployments, environment management, and scaling.
  • AI/ML Engineers: Deploy apps with integrated managed LLMs and data services.
  • Hobbyists & Indie Hackers: Deploy side projects to the cloud quickly with free or low-cost options.

How to Use Defang?

  • Install the CLI: Begin by setting up the Defang command-line interface.
  • Generate or Import a Project: Use a prompt or Docker Compose file to define your application.
  • Configure Services: Add storage, LLMs, databases, and networking options.
  • Deploy with One Command: Use "defang compose up" to deploy to the cloud or Defang Playground.
  • Monitor & Debug: Use built-in AI agents for log analysis and error resolution.
  • Scale & Manage: Use deployment modes like dev, staging, or production and scale as needed.
What's so unique or special about Defang?
  • Compose-to-Cloud Workflow: Seamlessly deploy Docker Compose projects to the cloud.
  • AI Project Generator: Generate app scaffolding from a natural language prompt.
  • AI Debugging Agent: Automatically identifies and suggests fixes for deployment issues.
  • Bring Your Own Cloud: Deploy to AWS, GCP, or DigitalOcean using your own account.
  • Managed Services: Integrated Postgres, Redis, LLMs, and more.
  • Secure by Default: Best-practice defaults for security, networking, and observability.
Things We Like
  • Easy cloud deployment using Docker Compose.
  • AI-powered project generation and debugging.
  • Supports multiple cloud providers with BYOC flexibility.
  • Pre-integrated managed services reduce setup time.
  • Security and scalability features included by default.
Things We Don't Like
  • Learning curve for CLI and cloud setup for beginners.
  • Playground environment has limited features and resources.
  • Higher tiers may be costly for advanced users.
  • Feature support may vary by cloud provider.
Photos & Videos
Screenshot 1
Screenshot 2
Screenshot 3
Pricing
Freemium

Hobby

$ 0.00

Defang Playground
Max 1 project x 1 environment
Max 4 services, 1 GB memory, 1 vCPU
2 ingress ports
Ephemeral Postgres and Redis
Bring-Your-Own-Domain (but no apex domains)
Generate + Debug with small model
Data may be used for AI Training
Community support via Public Discord Channel

Personal

$ 10.00

Defang Playground + BYOC (1 cloud)
Max 1 project x 3 environments
Container Service with Spot instances only
App. Load Balancer
Managed Postgres and Redis Services
Bring-Your-Own-Domain with apex domain support
Generate + Debug with small model
Data not used for AI training unless explicitly opted in.
Team support via Public Discord Channel - 3 day response time

Pro

$ 30.00

Defang Playground + BYOC (2 clouds)
Max 10 projects x 3 environments
Container Service with GPUs, Autoscaling, On-demand
App. Load Balancer
Managed Postgres and Redis Services
Bring-Your-Own-Domain with apex domain support
Generate + Debug with large model
Data not used for AI training unless explicitly opted in.
Team support via Public Discord Channel - 1 day response time

Enterprise

custom

Contact us
ATB Embeds
Reviews

Proud of the love you're getting? Show off your AI Toolbook reviews—then invite more fans to share the love and build your credibility.

Product Promotion

Add an AI Toolbook badge to your site—an easy way to drive followers, showcase updates, and collect reviews. It's like a mini 24/7 billboard for your AI.

Reviews

0 out of 5

Rating Distribution

5 star
0
4 star
0
3 star
0
2 star
0
1 star
0

Average score

Ease of use
0.0
Value for money
0.0
Functionality
0.0
Performance
0.0
Innovation
0.0

Popular Mention

FAQs

Defang is a DevOps and cloud deployment platform that helps you deploy apps from Docker Compose or prompts to the cloud with full infrastructure automation.
Playground is a free hosted environment for testing and small projects before deploying to production or your own cloud.
Defang supports deployment to AWS, Google Cloud Platform, and DigitalOcean.
Yes, Docker Compose is the standard way to define and deploy multi-service applications on Defang.
Yes, it offers managed services like Postgres, Redis, and support for LLM integrations.

Similar AI Tools

Dynamiq
logo

Dynamiq

0
0
10
0

Dynamiq is an enterprise-grade GenAI operating platform that enables organizations to build, deploy, and manage AI agents and workflows—on-premises, in the cloud, or hybrid. It offers capabilities such as low-code agent and workflow builders, RAG-powered knowledge, model fine-tuning, guardrails, observability, multi-agent orchestration, and seamless integration with open-source or third-party LLMs.

Dynamiq
logo

Dynamiq

0
0
10
0

Dynamiq is an enterprise-grade GenAI operating platform that enables organizations to build, deploy, and manage AI agents and workflows—on-premises, in the cloud, or hybrid. It offers capabilities such as low-code agent and workflow builders, RAG-powered knowledge, model fine-tuning, guardrails, observability, multi-agent orchestration, and seamless integration with open-source or third-party LLMs.

Dynamiq
logo

Dynamiq

0
0
10
0

Dynamiq is an enterprise-grade GenAI operating platform that enables organizations to build, deploy, and manage AI agents and workflows—on-premises, in the cloud, or hybrid. It offers capabilities such as low-code agent and workflow builders, RAG-powered knowledge, model fine-tuning, guardrails, observability, multi-agent orchestration, and seamless integration with open-source or third-party LLMs.

SiliconFlow
logo

SiliconFlow

0
0
74
1

SiliconFlow is an AI infrastructure platform built for developers and enterprises who want to deploy, run, and fine-tune large language models (LLMs) and multimodal models efficiently. It offers a unified stack for inference, model hosting, and acceleration so that you don’t have to manage all the infrastructure yourself. The platform supports many open source and commercial models, high throughput, low latency, autoscaling and flexible deployment (serverless, reserved GPUs, private cloud). It also emphasizes cost-effectiveness, data security, and feature-rich tooling such as APIs compatible with OpenAI style, fine-tuning, monitoring, and scalability.

SiliconFlow
logo

SiliconFlow

0
0
74
1

SiliconFlow is an AI infrastructure platform built for developers and enterprises who want to deploy, run, and fine-tune large language models (LLMs) and multimodal models efficiently. It offers a unified stack for inference, model hosting, and acceleration so that you don’t have to manage all the infrastructure yourself. The platform supports many open source and commercial models, high throughput, low latency, autoscaling and flexible deployment (serverless, reserved GPUs, private cloud). It also emphasizes cost-effectiveness, data security, and feature-rich tooling such as APIs compatible with OpenAI style, fine-tuning, monitoring, and scalability.

SiliconFlow
logo

SiliconFlow

0
0
74
1

SiliconFlow is an AI infrastructure platform built for developers and enterprises who want to deploy, run, and fine-tune large language models (LLMs) and multimodal models efficiently. It offers a unified stack for inference, model hosting, and acceleration so that you don’t have to manage all the infrastructure yourself. The platform supports many open source and commercial models, high throughput, low latency, autoscaling and flexible deployment (serverless, reserved GPUs, private cloud). It also emphasizes cost-effectiveness, data security, and feature-rich tooling such as APIs compatible with OpenAI style, fine-tuning, monitoring, and scalability.

OnSpace AI

OnSpace AI

0
0
38
0

OnSpace AI is a no-code app builder platform designed to help users quickly turn ideas into mobile, web, and cross-platform applications without deep programming knowledge. It provides tools for designing, previewing, deploying, monetizing, and managing apps—so individuals or businesses can bring apps from concept to production fast.

OnSpace AI

OnSpace AI

0
0
38
0

OnSpace AI is a no-code app builder platform designed to help users quickly turn ideas into mobile, web, and cross-platform applications without deep programming knowledge. It provides tools for designing, previewing, deploying, monetizing, and managing apps—so individuals or businesses can bring apps from concept to production fast.

OnSpace AI

OnSpace AI

0
0
38
0

OnSpace AI is a no-code app builder platform designed to help users quickly turn ideas into mobile, web, and cross-platform applications without deep programming knowledge. It provides tools for designing, previewing, deploying, monetizing, and managing apps—so individuals or businesses can bring apps from concept to production fast.

Sim Studio

Sim Studio

0
0
30
0

Sim.AI is a cloud-native platform designed to streamline the development and deployment of AI agents. It offers a user-friendly, open-source environment that allows developers to create, connect, and automate workflows effortlessly. With seamless integrations and no-code setup, Sim.AI empowers teams to enhance productivity and innovation.

Sim Studio

Sim Studio

0
0
30
0

Sim.AI is a cloud-native platform designed to streamline the development and deployment of AI agents. It offers a user-friendly, open-source environment that allows developers to create, connect, and automate workflows effortlessly. With seamless integrations and no-code setup, Sim.AI empowers teams to enhance productivity and innovation.

Sim Studio

Sim Studio

0
0
30
0

Sim.AI is a cloud-native platform designed to streamline the development and deployment of AI agents. It offers a user-friendly, open-source environment that allows developers to create, connect, and automate workflows effortlessly. With seamless integrations and no-code setup, Sim.AI empowers teams to enhance productivity and innovation.

iftrue
logo

iftrue

0
0
18
0

Iftrue is a Slack-native assistant for engineering managers that provides context-aware guidance, real-time tracking of team progress, and analytics based on global standards like DORA and SPACE. It helps leaders spot blockers, plan smarter, monitor developer wellbeing, and drive better outcomes without leaving Slack.

iftrue
logo

iftrue

0
0
18
0

Iftrue is a Slack-native assistant for engineering managers that provides context-aware guidance, real-time tracking of team progress, and analytics based on global standards like DORA and SPACE. It helps leaders spot blockers, plan smarter, monitor developer wellbeing, and drive better outcomes without leaving Slack.

iftrue
logo

iftrue

0
0
18
0

Iftrue is a Slack-native assistant for engineering managers that provides context-aware guidance, real-time tracking of team progress, and analytics based on global standards like DORA and SPACE. It helps leaders spot blockers, plan smarter, monitor developer wellbeing, and drive better outcomes without leaving Slack.

Aisera
logo

Aisera

0
0
10
1

Aisera is an AI-driven platform designed to transform enterprise service experiences through the integration of generative AI and advanced automation. It leverages Large Language Models (LLMs) and domain-specific AI capabilities to deliver proactive, personalized, and predictive solutions across various business functions such as IT, customer service, HR, and more.

Aisera
logo

Aisera

0
0
10
1

Aisera is an AI-driven platform designed to transform enterprise service experiences through the integration of generative AI and advanced automation. It leverages Large Language Models (LLMs) and domain-specific AI capabilities to deliver proactive, personalized, and predictive solutions across various business functions such as IT, customer service, HR, and more.

Aisera
logo

Aisera

0
0
10
1

Aisera is an AI-driven platform designed to transform enterprise service experiences through the integration of generative AI and advanced automation. It leverages Large Language Models (LLMs) and domain-specific AI capabilities to deliver proactive, personalized, and predictive solutions across various business functions such as IT, customer service, HR, and more.

Chatbase
logo

Chatbase

0
0
14
1

Chatbase is a customer support AI platform for building, deploying, and improving agents that resolve real issues across web, chat apps, and internal systems. Teams ground an agent on business data, define safe actions it can take, and connect tools like CRMs or order systems so it can fetch details and perform tasks securely. The platform emphasizes simplicity, security, and guardrails, including SOC 2 Type II and GDPR compliance. Agents handle complex queries, escalate to humans when needed, and learn over time through analytics and iteration. With multilingual support and cross‑channel deployment, Chatbase delivers fast resolutions while improving operational outcomes.

Chatbase
logo

Chatbase

0
0
14
1

Chatbase is a customer support AI platform for building, deploying, and improving agents that resolve real issues across web, chat apps, and internal systems. Teams ground an agent on business data, define safe actions it can take, and connect tools like CRMs or order systems so it can fetch details and perform tasks securely. The platform emphasizes simplicity, security, and guardrails, including SOC 2 Type II and GDPR compliance. Agents handle complex queries, escalate to humans when needed, and learn over time through analytics and iteration. With multilingual support and cross‑channel deployment, Chatbase delivers fast resolutions while improving operational outcomes.

Chatbase
logo

Chatbase

0
0
14
1

Chatbase is a customer support AI platform for building, deploying, and improving agents that resolve real issues across web, chat apps, and internal systems. Teams ground an agent on business data, define safe actions it can take, and connect tools like CRMs or order systems so it can fetch details and perform tasks securely. The platform emphasizes simplicity, security, and guardrails, including SOC 2 Type II and GDPR compliance. Agents handle complex queries, escalate to humans when needed, and learn over time through analytics and iteration. With multilingual support and cross‑channel deployment, Chatbase delivers fast resolutions while improving operational outcomes.

Flowise AI
logo

Flowise AI

0
0
13
0

Flowise AI is an open-source, visual tool that allows users to build, deploy, and manage AI workflows and chatbots powered by large language models without needing to code. It provides a drag-and-drop interface where users can visually connect LangChain components, APIs, data sources, and models to create complex AI systems easily. With Flowise AI, developers, analysts, and businesses can build chatbots, RAG pipelines, or automation systems through an intuitive UI rather than scripting everything manually. Its no-code design accelerates prototyping and deployment, enabling faster experimentation with LLM-powered workflows.

Flowise AI
logo

Flowise AI

0
0
13
0

Flowise AI is an open-source, visual tool that allows users to build, deploy, and manage AI workflows and chatbots powered by large language models without needing to code. It provides a drag-and-drop interface where users can visually connect LangChain components, APIs, data sources, and models to create complex AI systems easily. With Flowise AI, developers, analysts, and businesses can build chatbots, RAG pipelines, or automation systems through an intuitive UI rather than scripting everything manually. Its no-code design accelerates prototyping and deployment, enabling faster experimentation with LLM-powered workflows.

Flowise AI
logo

Flowise AI

0
0
13
0

Flowise AI is an open-source, visual tool that allows users to build, deploy, and manage AI workflows and chatbots powered by large language models without needing to code. It provides a drag-and-drop interface where users can visually connect LangChain components, APIs, data sources, and models to create complex AI systems easily. With Flowise AI, developers, analysts, and businesses can build chatbots, RAG pipelines, or automation systems through an intuitive UI rather than scripting everything manually. Its no-code design accelerates prototyping and deployment, enabling faster experimentation with LLM-powered workflows.

Cloudgen AI
logo

Cloudgen AI

0
0
10
0

CloudGeni AI is a cloud management and automation platform powered by artificial intelligence. It helps organizations optimize, monitor, and secure cloud infrastructure across multiple providers such as AWS, Azure, and Google Cloud. By using predictive analytics, CloudGeni automates cost control, resource scaling, and security compliance, enabling teams to reduce manual workload and improve operational efficiency. Designed for IT admins, DevOps teams, and cloud architects, it ensures cost transparency and performance reliability for complex cloud ecosystems.

Cloudgen AI
logo

Cloudgen AI

0
0
10
0

CloudGeni AI is a cloud management and automation platform powered by artificial intelligence. It helps organizations optimize, monitor, and secure cloud infrastructure across multiple providers such as AWS, Azure, and Google Cloud. By using predictive analytics, CloudGeni automates cost control, resource scaling, and security compliance, enabling teams to reduce manual workload and improve operational efficiency. Designed for IT admins, DevOps teams, and cloud architects, it ensures cost transparency and performance reliability for complex cloud ecosystems.

Cloudgen AI
logo

Cloudgen AI

0
0
10
0

CloudGeni AI is a cloud management and automation platform powered by artificial intelligence. It helps organizations optimize, monitor, and secure cloud infrastructure across multiple providers such as AWS, Azure, and Google Cloud. By using predictive analytics, CloudGeni automates cost control, resource scaling, and security compliance, enabling teams to reduce manual workload and improve operational efficiency. Designed for IT admins, DevOps teams, and cloud architects, it ensures cost transparency and performance reliability for complex cloud ecosystems.

Refold AI
logo

Refold AI

0
0
12
1

Refold AI is an AI-native integration platform designed to automate enterprise software integrations by deploying intelligent AI agents that handle complex workflows and legacy systems like SAP, Oracle Fusion, and Workday Finance. These AI agents are capable of building and maintaining integrations autonomously by navigating custom logic, dealing with brittle APIs, managing authentication, and adapting in real-time to changing systems without manual intervention. Refold AI reduces integration deployment times by up to 70%, enabling product and engineering teams to focus on innovation rather than routine integration tasks. The platform supports seamless integration lifecycle automation, full audit logging, CI/CD pipeline integration, version control, error handling, and provides a white-labeled marketplace for user-centric integration management.

Refold AI
logo

Refold AI

0
0
12
1

Refold AI is an AI-native integration platform designed to automate enterprise software integrations by deploying intelligent AI agents that handle complex workflows and legacy systems like SAP, Oracle Fusion, and Workday Finance. These AI agents are capable of building and maintaining integrations autonomously by navigating custom logic, dealing with brittle APIs, managing authentication, and adapting in real-time to changing systems without manual intervention. Refold AI reduces integration deployment times by up to 70%, enabling product and engineering teams to focus on innovation rather than routine integration tasks. The platform supports seamless integration lifecycle automation, full audit logging, CI/CD pipeline integration, version control, error handling, and provides a white-labeled marketplace for user-centric integration management.

Refold AI
logo

Refold AI

0
0
12
1

Refold AI is an AI-native integration platform designed to automate enterprise software integrations by deploying intelligent AI agents that handle complex workflows and legacy systems like SAP, Oracle Fusion, and Workday Finance. These AI agents are capable of building and maintaining integrations autonomously by navigating custom logic, dealing with brittle APIs, managing authentication, and adapting in real-time to changing systems without manual intervention. Refold AI reduces integration deployment times by up to 70%, enabling product and engineering teams to focus on innovation rather than routine integration tasks. The platform supports seamless integration lifecycle automation, full audit logging, CI/CD pipeline integration, version control, error handling, and provides a white-labeled marketplace for user-centric integration management.

Private AI
logo

Private AI

0
0
11
2

webAI Private AI is a secure AI solution designed to enable enterprises to train, evaluate, and deploy AI models entirely on their own infrastructure, ensuring maximum data privacy and compliance with regulatory requirements. It addresses challenges faced by regulated industries such as healthcare, finance, and defense, where data sovereignty and compliance are critical. By eliminating the need to move raw data offsite, webAI enables federated training and evaluation across multiple sites or organizations with encryption and full auditability at every stage. This approach facilitates collaboration across jurisdictions while respecting strict data sovereignty rules, reducing cloud costs, and accelerating AI adoption in highly regulated environments.

Private AI
logo

Private AI

0
0
11
2

webAI Private AI is a secure AI solution designed to enable enterprises to train, evaluate, and deploy AI models entirely on their own infrastructure, ensuring maximum data privacy and compliance with regulatory requirements. It addresses challenges faced by regulated industries such as healthcare, finance, and defense, where data sovereignty and compliance are critical. By eliminating the need to move raw data offsite, webAI enables federated training and evaluation across multiple sites or organizations with encryption and full auditability at every stage. This approach facilitates collaboration across jurisdictions while respecting strict data sovereignty rules, reducing cloud costs, and accelerating AI adoption in highly regulated environments.

Private AI
logo

Private AI

0
0
11
2

webAI Private AI is a secure AI solution designed to enable enterprises to train, evaluate, and deploy AI models entirely on their own infrastructure, ensuring maximum data privacy and compliance with regulatory requirements. It addresses challenges faced by regulated industries such as healthcare, finance, and defense, where data sovereignty and compliance are critical. By eliminating the need to move raw data offsite, webAI enables federated training and evaluation across multiple sites or organizations with encryption and full auditability at every stage. This approach facilitates collaboration across jurisdictions while respecting strict data sovereignty rules, reducing cloud costs, and accelerating AI adoption in highly regulated environments.

OpsAI
logo

OpsAI

0
0
9
1

BuildOps OpsAI is an AI-powered construction operations platform designed to streamline and optimize the daily workflows of construction businesses. It handles scheduling, invoicing, and administrative tasks, freeing teams to focus on critical job-site activities. OpsAI helps reduce costly errors, uncover new revenue opportunities, and keep every project on track with real-time insights. The platform provides actionable intelligence on what’s working and where improvements are needed, improving efficiency across operations. BuildOps OpsAI serves as a reliable partner for construction professionals, empowering them to manage projects smarter and more effectively.

OpsAI
logo

OpsAI

0
0
9
1

BuildOps OpsAI is an AI-powered construction operations platform designed to streamline and optimize the daily workflows of construction businesses. It handles scheduling, invoicing, and administrative tasks, freeing teams to focus on critical job-site activities. OpsAI helps reduce costly errors, uncover new revenue opportunities, and keep every project on track with real-time insights. The platform provides actionable intelligence on what’s working and where improvements are needed, improving efficiency across operations. BuildOps OpsAI serves as a reliable partner for construction professionals, empowering them to manage projects smarter and more effectively.

OpsAI
logo

OpsAI

0
0
9
1

BuildOps OpsAI is an AI-powered construction operations platform designed to streamline and optimize the daily workflows of construction businesses. It handles scheduling, invoicing, and administrative tasks, freeing teams to focus on critical job-site activities. OpsAI helps reduce costly errors, uncover new revenue opportunities, and keep every project on track with real-time insights. The platform provides actionable intelligence on what’s working and where improvements are needed, improving efficiency across operations. BuildOps OpsAI serves as a reliable partner for construction professionals, empowering them to manage projects smarter and more effectively.

Editorial Note

This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.

If you have any suggestions or questions, email us at hello@aitoolbook.ai