AI Resources Directory
A curated collection of AI tools, models, resources, and learning materials to enhance your development workflow across the entire Software Development Life Cycle (SDLC). From planning to deployment, discover the best AI resources to accelerate your projects.
๐ง Large Language Models (LLMs)
Core AI models that power intelligent development across different use cases and budgets.
๐ Premium Models
GPT-4o & GPT-4o Mini
OpenAI's flagship models offering exceptional reasoning, coding, and creative capabilities.
Claude 3.5 Sonnet
Anthropic's advanced model with excellent code understanding and safety focus.
Gemini Pro
Google's multimodal model with strong integration across Google services.
๐ก Open Source Models
Ollama
Run large language models locally with models like Llama, CodeLlama, and Mistral.
Hugging Face
Platform for discovering, testing, and deploying open-source AI models.
DeepSpeed
Microsoft's deep learning optimization library for training and deploying large models.
๐ ๏ธ AI Development Tools
Integrated development environments and tools that enhance your coding workflow with AI assistance.
๐ฏ Primary IDEs
Cursor
AI-first code editor with advanced context understanding and intelligent suggestions.
Windsurf
Advanced AI IDE with agentic workflows and sophisticated AI capabilities.
GitHub Copilot
AI pair programmer that works across multiple editors with extensive language support.
Codeium
Free AI code completion with support for 70+ programming languages.
๐ง Specialized Tools
Continue.dev
Open-source AI code assistant that connects any model to your IDE.
Tabnine
AI code completion that can run locally or in the cloud with privacy focus.
Phind
AI search engine specifically designed for developers and technical queries.
๐ AI in SDLC Phases
Tools and resources organized by Software Development Life Cycle phases to help you integrate AI at every stage.
๐ Planning & Analysis
๐๏ธ Design & Architecture
๐ป Implementation
Sourcegraph Cody
AI coding assistant with deep codebase understanding.
Aider
AI pair programming in your terminal with git integration.
Replit AI
Cloud-based coding with integrated AI assistance.
๐งช Testing & QA
๐ Deployment & Operations
Datadog AI
AI-powered monitoring and incident detection.
GitHub Actions
Automated CI/CD workflows with AI-assisted configuration.
Vercel AI
AI-optimized deployment and performance insights.
๐ Learning Resources
Educational content, courses, and communities to deepen your AI development knowledge.
๐ Online Courses
DeepLearning.AI
Comprehensive AI and machine learning courses by Andrew Ng.
Fast.ai
Practical deep learning for coders with hands-on approach.
edX AI Courses
University-level AI courses from top institutions.
๐ Documentation & Guides
OpenAI API Documentation
Complete guide to integrating OpenAI's models into applications.
Anthropic Claude Documentation
Best practices for working with Claude and prompt engineering.
Microsoft AI Learning
Comprehensive AI development resources and Azure integration guides.
ฤยยฤฝ Communities
r/MachineLearning
Active Reddit community for ML research and discussions.
OpenAI Discord
Official OpenAI community for developers and researchers.
AI Professionals LinkedIn
Professional network for AI practitioners and industry insights.
๐ฌ Research & Innovation
Stay current with the latest AI research, papers, and emerging trends.
ฤยยย Research Papers
arXiv AI Papers
Latest artificial intelligence research papers and preprints.
Papers With Code
Machine learning papers with implementation code and benchmarks.
ฤยยยฐ News & Trends
AI News
Latest developments and trends in artificial intelligence.
VentureBeat AI
Business-focused AI news and industry analysis.
๐ก Contributing Resources
Know of a great AI resource that should be included? We're always looking to expand this directory with valuable tools and learning materials. Check out our AI Best Practices page to submit your recommendations!
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