Best AI Coding Assistants for Google Cloud Platform

Increase software development and delivery speed using generative AI assistance with enterprise security and privacy protected. Gemini Code Assist generates code blocks and functions as you type. Code assistance is available for many popular IDEs such as Visual Studio Code and JetBrains IDEs including IntelliJ, PyCharm and GoLand. It also supports 20+ programming language, including JavaScript, Python and C++. You can chat with Gemini Code Assistant using a natural language interface to receive answers to your coding queries or guidance on best coding practices. Chat is available on all supported IDEs. Gemini Code Assist allows enterprises to customize the software by using their own codebases and knowledge bases. Gemini Code Assist allows for large-scale changes in entire codebases.

Datalore is a platform for collaborative data science and analytics that aims to improve the entire analytics workflow and make working with data more enjoyable for both data scientists as well as data-savvy business teams. Datalore is a collaborative platform that focuses on data teams workflow. It offers technical-savvy business users the opportunity to work with data teams using no-code and low-code, as well as the power of Jupyter Notebooks. Datalore allows business users to perform analytic self-service. They can work with data using SQL or no-code cells, create reports, and dive deep into data. It allows core data teams to focus on simpler tasks. Datalore allows data scientists and analysts to share their results with ML Engineers. You can share your code with ML Engineers on powerful CPUs and GPUs, and you can collaborate with your colleagues in real time.

Autonomous coding agents right in your IDE. They can create/edit files, run commands, use the browser, and much more, all with your permission. Cline can handle complicated software development tasks step by step. He can help you in ways beyond code completion and tech support. With tools that allow him to create & edit documents, explore large projects using the browser, or execute terminal commands after you grant permission, he is able to assist you. Traditionally, autonomous AI scripts run in sandboxed environment. This extension allows a human to be involved and approve each file change and terminal command.

Multilingual cloud IDE-Lightly helps you develop your apps quickly and efficiently. AI-generated code, collaborative development tools and AI-generated code will help you create high-quality code quickly. Lightly is an IDE cloud that supports multiple languages including Java, Python C++ HTML JavaScript. You can write, run and debug code anywhere, anytime on iPad. AI-generated code helps you generate code quickly. Collaboration in real time is made easy with collaborative development. Lightly can host and deploy your projects without having to manage infrastructures. We'll provide you with project images that will help you efficiently deploy on AWS Azure GCP or any other cloud provider. Let the AI programming assistant handle the rest!

Ellipsis can review, write, and answer questions about your source codes. Ellipsis uses LLMs to provide thoughtful code reviews, summaries and easy-to accept suggestions. We'll consider your style guide while reviewing. Open an issue and assign it to Ellipsis. This will automate simple changes and bug fixes. You'll receive a pull request in a matter of minutes. Ellipsis can help you ship faster by addressing comments left in pull requests. We'll translate the comments and create tested, working code. Ellipsis does not store or train your source code. It will never commit your default branch and will only open new pull requests or add new commits when you explicitly ask it to.

Defang is a platform geared towards developers that simplifies the development, deployment, and debugging of cloud applications. Defang's AI-assisted tools enable developers to quickly transition from an application idea to a deployed one on their preferred cloud provider. The platform supports multiple languages, including Go JavaScript and Python. Developers can start with sample projects, or generate project outlines by using natural language prompts. Defang can build and deploy applications with a single command. It handles configurations for computing and storage, load balancing and networking, logging and security. The Defang Command Line Interface facilitates interaction with the platform. It offers installation options via shellscripts, Homebrew Winget, Nix or direct download. Compose.yaml files allow developers to define services, which Defang uses to deploy applications to cloud.

Create beautiful, modern web apps at the speed of your thoughts. Replit's AI Agent will build the application for you. Replit Agent is an advanced AI that makes programming accessible to everyone. Build at the speed you think and launch within minutes. Prompt the Replit Agent to create your app or website by describing it. Replit AI will even help you improve your prompt to get the best results. Replit Agent creates a plan to bring your idea to life. Start with a simple prototype and add features as you go. Refine your creation using an easy-to use chat interface. The agent will ask you for feedback after each step of your build plan and incorporate your requests into your next batch of work. Deploy your site or application to a live URL within minutes. Replit Deployments, powered by Google Cloud, let you build a startup, automate a job, grow a following, and much more faster than ever.

Project IDX is a new experimental initiative that aims to bring your entire multiplatform, full-stack app development workflow into the cloud. Project IDX begins with a web workspace that will feel familiar to coders but new. We're only at the beginning of our journey. We would love to hear your feedback as we work on improving application development. Project IDX will get you up and running quickly, with the security and scalability that Google Cloud offers. Open your browser and develop an application in seconds, not weeks, on any device. Project IDX allows you to build an app that is compatible with multiple platforms. It offers templates for popular frameworks such as Angular.js, Next.js React, Svelte and Flutter. Python and Go will be supported soon. You can import your existing apps from GitHub. Support is available for most tech stacks.

Meet your feedback engine. Get a holistic overview of your work to see where you excel, and where you could improve. It's as if you had a dedicated manager, tech lead and career coach available 24/7. We provide you with actionable insights that will help you drive velocity, alignment and well-being. We make it easy to make objective decisions, allowing you to drive the business forward. You can compare your contribution to other people in your role. Get contextualized, personalized feedback in your workflow. Create your own action plan that will put you on the path to promotion. Get your own emotional intelligence insights to build happy, healthy relationships at work. Find out when you are stressed, in conflict, or burning yourself out, and how to avoid this. All your data is encrypted during transit using TLS/HTTPS, and at rest with AES-256. You are in control of your data. Your private data stays private. You can always ask WorkWeave for your data to be deleted.

Duet AI for Developers focuses on challenges across the entire development lifecycle. Code/Boilerplate Generating -- Developers can describe their tasks as a comment or a function name, for example creating a Cloud Pub/Sub Topic. Duet AI generates a reference implementation which can be modified and reviewed, saving developers time. Inline Code Completion - To reduce the amount of time spent on repetitive tasks, and to reduce the cognitive load of tasks like writing repetitive code, or retrieving variable names Duet AI offers intelligent, context aware code completion. This helps reduce the amount of time spent coding, and improves the quality of written code. Enterprise Customization - Organizations often have large code bases, and may also have specific frameworks and best practice recommendations. Generic code assistance solutions are not always the best solution to support these.

CodeGemma consists of powerful lightweight models that are capable of performing a variety coding tasks, including fill-in the middle code completion, code creation, natural language understanding and mathematical reasoning. CodeGemma offers 3 variants: a 7B model that is pre-trained to perform code completion, code generation, and natural language-to code chat. A 7B model that is instruction-tuned for instruction following and natural language-to code chat. You can complete lines, functions, or even entire blocks of code whether you are working locally or with Google Cloud resources. CodeGemma models are trained on 500 billion tokens primarily of English language data taken from web documents, mathematics and code. They generate code that is not only syntactically accurate but also semantically meaningful. This reduces errors and debugging times.

Savery can rewrite code to the latest version or standards even if you have a large codebase. Savery will automatically determine which AI models are best for your use case if you provide it with a dataset. It can write your AI algorithm and train your model. Savery can assist you in researching a topic. It can search online for relevant information and code. Find documentation on an API integration, specifications of a dataset, or simply read the documentation uploaded for your project. Savery can modify your code for you if you ask. It will automatically update the file and find the correct place to modify the code. Savery will test the software that it produces automatically and ensure it is not submitted before it has worked correctly. The embedded quality assurance or unit testing works smoothly and speeds your deliveries. The wide range integrations make your life easier. No need to copy or paste code or tasks between systems.