Best AI for coding in 2025: 25 tools to use or avoid AI software development
How developers really used AI coding tools in 2024
By analyzing the codebase and learning from previous versions of the code, AI can forecast areas that might break in the future. This predictive capability helps developers focus on areas of code that are more likely to contain bugs. In this blog post, we’ll explore how generative AI for code debugging is accelerating software development.
This deep integration ensures that assistance is always relevant to your current work context, eliminating the traditional barriers between AI assistance and actual development work. Copilot Workspace is a Copilot-native development environment designed to facilitate everyday coding tasks by leveraging natural language processing. It enables developers to articulate their intentions, propose plans of action, and implement changes efficiently across their projects. Vertex AI includes a suite of models that work with code referred to as the Codey APIs. Developers now have access to a wide variety of AI solutions for code generation. Google Cloud’s Vertex AI offers generative AI models that allow for all types of content generation, including code.
Codium AI – Quality-first AI code generation to help busy devs write, test and review code.
Of course, the assistant can translate them into many languages so that a pull request description written in English can be summarized for team members who speak a different language. ⚡ From new tool setups AI Dev Codes to complex database migrations, Warp AI can walk you through your programming workflows, step by step. MarsCode IDE also provides a series of capabilities covering development, debugging, storage, deployment, schema generation, and more, greatly reducing development costs. Key features of MetaGPT include role definitions, quick learning, knowledge sharing, and a human-centric approach.
AI Dev Codes is an innovative web development tool that allows users to create custom, interactive web pages through natural language conversations with AI. It leverages OpenAI’s ChatGPT model to generate code based on user input, making web development accessible to non-programmers. Qodo Gen is a powerful IDE extension that not only assists with code writing and generation but also significantly enhances debugging, refactoring, and understanding of the codebase.
Continue – Leading AI-powered code assistant
Not a code writer, but a terminal application that offers contextual autosuggestion, error correction and suggestions on specific commands that a user might want to use. AI-accelerated software development platform with automated test generation. Meta’s AI coding assistant built on a tuned version of its Llama 2 language model, specializing in creating, analyzing and interpreting code. Co-Pilot is based on OpenAI’s Codex model, which is itself based on the GPT-3 language model.
Moreover, Codeium’s autocomplete function helps in increasing coding efficiency and reducing the likelihood of errors. It streamlines the development process by minimizing the time spent on routine coding tasks. This feature is especially beneficial in large projects where maintaining consistency and adhering to project-specific guidelines is crucial.
Copilot Workspace represents a significant evolution in how developers interact with AI tools within their coding environments. By focusing on collaborative workflows and iterative development processes, it aims to enhance productivity and streamline project management for software teams. AskCodi is a developer’s tool packed with features like Time Complexity insights, code generators, and auto-test creators.