Software Alternatives, Accelerators & Startups

GitHub Copilot VS Cerbos

Compare GitHub Copilot VS Cerbos and see what are their differences

GitHub Copilot logo GitHub Copilot

Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

Cerbos logo Cerbos

Cerbos helps teams separate their authorization process from their core application code, making their authorization system more scalable, more secure and easier to change as the application evolves.
  • GitHub Copilot Landing page
    Landing page //
    2023-10-03

Trained on billions of lines of public code, GitHub Copilot puts the knowledge you need at your fingertips, saving you time and helping you stay focused.

  • Cerbos Landing page
    Landing page //
    2023-08-21

Cerbos is a self-hosted, open source authorization layer that separates your authZ logic from your core application code.

Cerbos allows for swift and secure set up and modification of complex roles and permissions. Unlike traditional methods that require intricate code manipulation, Cerbos simplifies the process by making changes through configuration. This reduces risks associated with authZ changes, such as downtime or security incidents.

Cerbos' structure, independent from the app code, allows both business stakeholders and non-expert engineers to understand the permissions structure. A broader range of stakeholders can make changes to the authZ logic without needing extensive coding knowledge or risking the stability of the core application.

In an era where authZ logic is business logic, the ability to quickly adapt and scale this element is vital. Cerbos makes this possible, facilitating an agile response to new markets and customer needs while maintaining a mature product.

GitHub Copilot features and specs

  • Productivity Boost
    GitHub Copilot helps developers write code faster by providing intelligent suggestions and automating repetitive tasks. This can save significant time and reduce the cognitive load on developers.
  • Learning Tool
    For less experienced developers, Copilot can serve as a learning tool by suggesting best practices and introducing them to new coding patterns and techniques.
  • Support for Multiple Languages
    Copilot supports a wide range of programming languages, making it a versatile tool for developers working in different tech stacks.
  • Context-Aware Suggestions
    Copilot offers context-aware suggestions based on the code that has been written so far, making its recommendations relevant to the current development task.
  • Integration with GitHub
    Seamless integration with GitHub simplifies the development workflow, enabling smoother transitions from coding to version control and collaboration.

Possible disadvantages of GitHub Copilot

  • Code Quality Concerns
    The quality of the code generated by Copilot may vary, and it might introduce suboptimal code or practices that could lead to maintenance challenges.
  • Security Risks
    Copilot might suggest insecure code patterns or snippets, potentially introducing vulnerabilities into the project if not carefully reviewed by the developer.
  • Dependence on AI
    Over-reliance on Copilot's suggestions can lead to a lack of deep understanding of the code, which may hinder a developer's growth and problem-solving skills.
  • Licensing and Code Reuse Issues
    There are concerns about the legality and ethics of using AI-generated code snippets that might be derived from copyrighted sources, which can lead to licensing issues.
  • Limited Customizability
    Copilot may not always align with specific coding standards or preferences of a development team, and the ability to customize its behavior to enforce such standards is limited.

Cerbos features and specs

  • Flexibility
    Cerbos is designed to be highly flexible, allowing for complex policy definitions and use cases that can accommodate a wide range of authorization needs.
  • Scalability
    Cerbos can handle large volumes of authorization requests efficiently, making it suitable for applications that need to scale.
  • Compatibility
    It can be easily integrated with various existing systems and technologies, thanks to its support for standard protocols and formats.
  • Open Source
    As an open-source project, Cerbos offers transparency, extensibility, and community support, allowing users to contribute and customize their own solutions.

Possible disadvantages of Cerbos

  • Complexity
    The flexibility and features of Cerbos might introduce a steeper learning curve for new users who are not familiar with authorization systems.
  • Resource Intensive
    Depending on the deployment and configurations, running a Cerbos instance might require significant resources, which could be a consideration for smaller projects.
  • Limited Documentation
    Users might find that certain advanced features or integrations are not as well-documented, potentially leading to difficulties in implementation.

Analysis of GitHub Copilot

Overall verdict

  • Overall, GitHub Copilot is a beneficial tool for many developers, especially those looking to increase their productivity and experiment with new coding styles. It can be seen as an intelligent coding assistant that complements a developer's workflow rather than replaces it.

Why this product is good

  • GitHub Copilot is considered good by many because it provides AI-assisted code completion and suggestions, which can significantly speed up coding tasks and improve productivity. It leverages OpenAI's advanced language models to offer context-aware snippets and solutions that can help developers write code more efficiently, reduce errors, and explore new coding approaches.

Recommended for

  • Software developers seeking to increase productivity
  • Beginner programmers looking for contextual code suggestions
  • Experienced developers interested in exploring and discovering alternative coding solutions
  • Teams aiming to standardize code quality and reduce time spent on routine coding tasks

GitHub Copilot videos

Game overโ€ฆ GitHub Copilot X announced

More videos:

  • Review - The New GitHub Copilot X Powered by GPT-4 is Here!
  • Review - GitHub Copilot X -- AI Programming Gets Better... and Scary.
  • Review - GitHub Copilot Review 2023: I Love It, But It's Not For Everyone
  • Review - Is Github Copilot Worth Paying For??

Cerbos videos

Cerbos - How It Works - Intro

Category Popularity

0-100% (relative to GitHub Copilot and Cerbos)
Developer Tools
97 97%
3% 3
AI
100 100%
0% 0
Security
0 0%
100% 100
Coding
100 100%
0% 0

Questions & Answers

As answered by people managing GitHub Copilot and Cerbos.

Which are the primary technologies used for building your product?

Cerbos's answer:

  • Go
  • Protobuf
  • gRPC
  • CEL

What makes your product unique?

Cerbos's answer:

Cerbos stands out in the crowded authorization landscape due to its innovative approach to managing roles and permissions. Unlike traditional systems that embed authorization logic within an application's core code, Cerbos introduces a standalone, self-hosted, stateless service, transforming intricate coding tasks into simpler configurations. This separation not only streamlines the authorization process but also reduces potential security risks and system bottlenecks.

Being open-source, Cerbos fosters a strong community backing, ensuring its evolution aligns with real-world developer needs. Its adaptability is evident in its support for multiple SDKs, YAML configuration, and dynamic context handling, which cater to a wide range of environments and use-cases. This flexibility is further enhanced by Cerbos Cloud, a premium solution offering advanced policy management tools.

Furthermore, Cerbos emphasizes transparency, allowing both technical and non-technical stakeholders to understand and modify the permissions structure. This democratization of authorization logic management reduces reliance on specialized coding expertise. Additionally, its commitment to robust security features, including audit logging and risk mitigation, ensures that businesses can trust Cerbos to safeguard their authorization processes.

In essence, Cerbos' unique blend of innovation, adaptability, community support, and security focus reshapes the way businesses approach and manage authorization, making it a game-changer in the field.

How would you describe the primary audience of your product?

Cerbos's answer:

Cerbos' primary audience is best described as forward-thinking engineering leaders at the helm of emerging startups, particularly within the FinTech and Software Development sectors. These leaders typically oversee small to medium-sized teams, with 5-20 engineers, in companies that have a workforce ranging from 0 to 100 employees. Their technological stack prominently features Kubernetes (k8s), indicating a modern and scalable infrastructure.

Financially, these companies are in their early growth stages, having secured funding between 0 to 10 million dollars, primarily in the Seed to Series A range. This suggests that they are in a phase of rapid expansion and are actively seeking solutions that can seamlessly scale with their growth.

The primary objectives of Cerbosโ€™ users revolve around finding a reliable solution to their authorization challenges, ensuring that the chosen solution can be implemented without disruptions, and that it scales effortlessly as the company grows. In essence, the Cerbos champion is a visionary engineering leader, keen on adopting innovative solutions that align with their company's rapid growth trajectory.

What's the story behind your product?

Cerbos's answer:

Cerbos, co-founded by Emre and Charith, emerged from a vision to revolutionize the way authorization is approached in modern, cloud-native applications. The duo recognized a persistent challenge in software development: the immense time and effort developers invest in crafting and continually updating custom permissions. This repetitive cycle not only consumes valuable time but also diverts attention from the core essence of product development.

Driven by this realization, Emre and Charith embarked on a mission with Cerbos: to make the implementation of access-control as seamless and painless as possible. Their goal was to eliminate the need for repeatedly writing and rewriting custom permissions implementations. Instead, they envisioned a world where developers could channel their energies and creativity into building outstanding products that resonate with and delight their customers.

Who are some of the biggest customers of your product?

Cerbos's answer:

Why should a person choose your product over its competitors?

Cerbos's answer:

A person should choose Cerbos over its competitors for several compelling reasons:

Innovative Design: Unlike many competitors, Cerbos separates the traditionally embedded authorization logic from the application's core code. This standalone, stateless service simplifies authorization changes, converting intricate coding tasks into straightforward configurations.

Open-Source Flexibility: Cerbos' open-source nature ensures continuous evolution based on real-world feedback. This community-driven approach ensures that the product remains relevant and adaptable to changing needs.

Transparency and Inclusivity: Cerbos' structure allows a broader range of stakeholders, both technical and non-technical, to understand and modify the permissions structure. This democratizes the authorization process, reducing the dependency on specialized coding expertise.

Robust Security: Cerbos places a strong emphasis on security, offering features like audit logging and risk mitigation. This commitment ensures businesses can trust Cerbos to maintain the integrity of their authorization processes.

Flexibility and Control: Cerbos provides complete control over its deployment, scaling, and monitoring. Unlike solutions that are solely cloud-based or hardcoded, Cerbos strikes a balance between flexibility, control, and security.

Clear Value Proposition: Cerbos offers straightforward pricing and a user-friendly approach, contrasting with competitors that may have complex pricing structures or less intuitive systems.

Community and Support: As an open-source project, Cerbos boasts a strong community backing, ensuring users have access to a wealth of knowledge and support.

In summary, Cerbos' unique blend of innovation, flexibility, transparency, and security makes it a superior choice in the authorization landscape.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare GitHub Copilot and Cerbos

GitHub Copilot Reviews

  1. Stan
    ยท Founder at SaaSHub ยท
    Indispensable

    It definitely increases my productivity.

    ๐Ÿ Competitors: Tabnine

11 Best AI Coding Assistants: Top Tools Every Developer Needs in 2025ย 
Accelerated handling of repetitive tasks: You already know how to write a pagination query or scaffold an endpoint, so why waste time? Tools like GitHub Copilot or Codeium handle the boilerplate so you can focus on actual logic. For SQL-focused projects, assistants like dbForge AI can help with routine query generation, allowing DBAs and analysts to concentrate on more...
Source: blog.devart.com
Cursor vs Windsurf vs GitHub Copilot
GitHub Copilot Chat is similar โ€” you can ask it to explain code or suggest improvements. It's integrated right into VS Code, so it feels pretty seamless. They've been rolling out some new features lately, like better chat history, drag and & folders and ways to attach more context. But if you're already using Cursor, you might not find anything groundbreaking here.
Source: www.builder.io
Cursor vs GitHub Copilot
GitHub Copilot Chat is similar โ€” you can ask it to explain code or suggest improvements. It's integrated right into VS Code, so it feels pretty seamless. They've been rolling out some new features lately, like better chat history, drag and & folders and ways to attach more context. But if you're already using Cursor, you might not find anything groundbreaking here.
Source: www.builder.io
Top 10 Vercel v0 Open Source Alternatives | Medium
Next up, we have GitHub Copilot, a popular AI-powered code completion tool thatโ€™s been making waves in the developer community. Built on top of OpenAI Codex, Copilot integrates seamlessly with various code editors and IDEs to provide intelligent code suggestions as you type.
Source: medium.com
10 Best Github Copilot Alternatives in 2024
GitHub Copilot is an excellent tool for developers, allowing them to boost their workflow and project quality. Are you looking for a GitHub Copilot alternative that fits your needs in 2024? Whether youโ€™re searching for a free GitHub Copilot alternative, an open-source alternative to GitHub Copilot, or a tool that works well with VSCode, this guide is here to help.

Cerbos Reviews

We have no reviews of Cerbos yet.
Be the first one to post

Social recommendations and mentions

Based on our record, GitHub Copilot seems to be a lot more popular than Cerbos. While we know about 387 links to GitHub Copilot, we've tracked only 6 mentions of Cerbos. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

GitHub Copilot mentions (387)

  • I almost credited llms.txt for a Google AI Mode win. Then I read what Google actually says.
    Where llms.txt genuinely gets read is a different layer: coding and agent tooling โ€” Cursor, Claude Code, GitHub Copilot, Windsurf โ€” pulling a documentation site's pages with less token waste, plus emerging agent protocols like OpenAI's Agents SDK. That's real, and it's growing fast. - Source: dev.to / about 1 month ago
  • GitHub Copilot for Engineers: Getting Better Results
    You need an active GitHub Copilot subscription. Plans are available at individual, business, and enterprise tiers at github.com/features/copilot. Once active, all tools use your GitHub account credentials. - Source: dev.to / 2 months ago
  • Agentic: Which App/Harness Is Best for Angular Development?
    For over a decade PhpStorm (starting in my WordPress era) and later WebStorm have been my main IDEs for web development. So when GitHub Copilot launched, it was a natural choice to try it out in WebStorm. It was one of the first AI coding tools I used, and it had a big impact on how I thought about AI-assisted coding. - Source: dev.to / 2 months ago
  • Your Design System Needs An MCP Server
    Before we get into it, there are some things about AI usage worth addressing. I've had my fair share of scepticism in the past, but recent model releases have made it increasingly difficult to argue that AI isn't a viable tool for the majority of workstreams, including building user interfaces. Most large language models are trained on public data scraped from the internet, which means your internal design system... - Source: dev.to / 2 months ago
  • Custom Copilot Agents: Building Domain-Expert AI Teammates with Skills, MCP Tools, and Custom Knowledge
    Most developers still treat GitHub Copilot like a very good autocomplete engine. That's useful, but it's not the real unlock. - Source: dev.to / 2 months ago
View more

Cerbos mentions (6)

  • Show HN: Authorization game โ€“ matching requests to permission policies
    I wanted to get back to coding and play around with a simple way to explain how our product works(permission management platform, https://cerbos.dev). So I built the Cerbos Game, where players match incoming requests to permission policies and decide to ALLOW or DENY them; just like our product does for software apps. This game disrupted our engineering teamโ€™s daily work as they competed to beat the high score.... - Source: Hacker News / over 1 year ago
  • Nuxt authorization: How to implement fine-grained access control
    In this tutorial you will learn how to use Cerbos to add fine-grained access control to any Nuxt web application, simplifying authorization as a result. - Source: dev.to / over 2 years ago
  • ๐Ÿ–Œ๏ธโš™๏ธ Innovate Like Da Vinci: Blending Art and Science in Software Development
    In my work with Cerbos, I apply the lessons learned from Da Vinci to tackle authorization challenges. Our approach is to create solutions where functionality seamlessly integrates with developer experience. Constantly iterating and viewing the tools through the users' lens, helps ensure that our access control solutions are robust and dev-friendly. - Source: dev.to / over 2 years ago
  • Feedback needed: Cerbos Hub is now in public beta!
    Hello fellow devs! I'm with Cerbos (https://cerbos.dev/), a tool designed to manage who can do what in your software applications. - Source: dev.to / over 2 years ago
  • Show HN: Cerbos Hub โ€“ Implement roles and permissions in your app in minutes
    Hello HN! I'm on the DevRel team at Cerbos (https://cerbos.dev/), a tool designed to manage who can do what in your software applications. For a couple of years now, Open Worldwide Application Security Project (OWASP) is naming authorization a top 10 API security risk: https://owasp.org/API-Security/editions/2023/en/0x11-t10/ We are thrilled to announce that Cerbos Hub is now in public beta! - Source: Hacker News / over 2 years ago
View more

What are some alternatives?

When comparing GitHub Copilot and Cerbos, you can also consider the following products

Cursor - The AI-first Code Editor. Build software faster in an editor designed for pair-programming with AI.

Aserto - Fine-grained, scalable authorization in minutes

Windsurf Editor - Tomorrow's editor, today. Windsurf Editor is the first AI agent-powered IDE that keeps developers in the flow. Available today on Mac, Windows, and Linux.

authzed - The platform to store, compute, and validate app permissions

Claude Code - Transform hours of debugging into seconds with a single command. Experience coding at thought-speed with Claude's AI that understands your entire codebaseโ€”no more context switching, just breakthrough results.

Oso - A batteries-included system for authorization.