InfoQ Homepage Code Generation Content on InfoQ
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Cursor 2.0 Expands Composer Capabilities for Context-Aware Development
Cursor has launched version 2.0 of its AI-driven code editor, featuring Composer, a new model that enables developers to write and modify code through natural language interaction.
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Apple Open Sources Diffusion-Based Coding Model DiffuCoder
Apple open sourced DiffuCoder, a diffusion large language model (dLLM) fine-tuned for coding tasks. DiffuCoder is based on Qwen-2.5-Coder and outperforms other code-specific LLMs on several coding benchmarks.
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Anthropic Upgrades App-Building Capabilities to Claude Artifacts
Anthropic has upgraded Claude with new app-building capabilities, allowing users to create, host, and share AI applications directly from text prompts. This functionality, known as Artifacts, enables users to build functional tools like data analyzers, flashcard generators, or study aids by simply describing their ideas.
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Mistral Releases Its Own Coding Assistant Mistral Code
Mistral has introduced Mistral Code, a new AI-powered development tool aimed at improving the efficiency and accuracy of coding workflows. Mistral Code utilizes advanced AI models to offer developers intelligent code completion, real-time suggestions, and the capability to interact with the codebase using natural language.
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Windsurf Launches SWE-1 Family of Models for Software Engineering
Windsurf has introduced its first set of SWE-1 models, aimed at supporting the full range of software engineering tasks, not limited to code generation. The lineup consists of three models SWE-1, SWE-1-lite, and SWE-1-mini, each designed for specific scenarios.
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GPT-4o Code Completion Model Now Available in Public Preview for VS Code Copilot
Recently, GPT-4o Copilot is introduced for Visual Studio Code (VS Code) users. This AI model is built upon the GPT-4o mini foundation and includes extensive training from over 275,000 high-quality public repositories across more than 30 widely used programming languages. The enhanced training is expected to provide more accurate and contextually relevant code suggestions.
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Gemini Code Assist Now Grants Generous Free-Usage Limits to Everyone
Born as an enterprise-focused AI-based code generation tool, Gemini Code Assist now provides a free tier to individual developers with a limit of 6,000 code completions and 240 chat requests daily.
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OpenAI Introduces Software Engineering Benchmark
OpenAI has introduced the SWE-Lancer benchmark, to evaluate the capabilities of advanced AI language models in real-world freelance software engineering tasks.
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Mistral Introduces AI Code Generation Model Codestral
Mistral AI has unveiled Codestral, its first code-focused AI model. Codestral helps the developers with coding tasks offering efficiency and accuracy in code generation.
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Gemini Code Assist to Create APIs, Integrations, and Automation Flows in Public Preview
At the Cloud Next Conference, Google unveiled its enterprise-focused AI Code completion and assistance tool, Gemini Code Assist, which is available in public preview for Apigee API Management and Application Integration.
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Large Language Models for Code by Loubna Ben Allal at QCon London
At QCon London, Loubna Ben Allal discussed Large Language Models (LLMs) for code. She discussed the lifecycle of code completion models, which consists of pre-training on vast codebases and finetuning and continuous adaptation. She specifically discussed open-source models, which are powered by platforms like Hugging Face.
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Meta Releases Code Generation Model Code Llama 70B, Nearing GPT-3.5 Performance
Code Llama 70B is Meta's new code generation AI model. Thanks to its 70 billion parameters, it is "the largest and best-performing model in the Code Llama family", Meta says.
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HashiCorp Adds Automated Generation of Terraform Provider Code
HashiCorp has released a technical preview of their Terraform provider code generation toolset. This includes a new tool that generates Terraform provider code from an OpenAPI specification. The release also includes a tool that can generate Terraform plugin framework code from a provider code specification.
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AWS Adds New Code Generation Models to Amazon SageMaker JumpStart
AWS recently announced the availability of two new foundation models in Amazon SageMaker JumpStart: Code Llama and Mistral 7B. These models can be deployed with one click to provide AWS users with private inference endpoints for code generation tasks.
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AWS Announces the Preview of Amazon CodeWhisperer Customization Capability
Amazon Web Services has announced the preview of Amazon CodeWhisperer Customization Capability. This new functionality empowers users to fine-tune CodeWhisperer, enabling it to provide more precise suggestions by incorporating an organization's proprietary APIs, internal libraries, classes, methods, and industry best practices.