🤖
AI for ML Engineers
The best AI tools for machine learning engineers — experiment tracking platforms, model registries, vector databases, and LLM evaluation frameworks. These tools streamline the ML lifecycle from data prep and training to deployment and monitoring.
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Devtools 43
Amazon Bedrock
AWS's managed service for accessing foundation models via API
Anima
Convert Figma designs to React and Vue code
Azure OpenAI Service
Enterprise-grade access to OpenAI models through Microsoft Azure
Cerebras
World-fastest AI inference with wafer-scale chip technology
Codiga
AI code analysis and secure coding assistant
Cursor
AI-powered code editor with intelligent features
Eraser
AI diagram and documentation tool for engineering teams
Fireworks AI
Fast and affordable inference platform for open-source AI models
Fly.io
Edge deployment platform for full-stack apps
GitHub Copilot
AI pair programmer for code completion and generation
GitLens AI
AI-powered Git supercharger for VS Code
Google AI Studio
Google's free developer playground for Gemini models
Groq
Ultra-fast AI inference powered by custom LPU chips
Jan
Open-source desktop app for running AI models locally
LlamaIndex
Data framework for building LLM-powered apps over your data
LM Studio
Desktop app for discovering and running local LLMs
Locofy.ai
Convert Figma and Adobe XD designs to production code
Mintlify
AI-powered documentation platform for developers
Netlify
Web development platform with AI-powered builds
Ollama
Run large language models locally on your own machine
Open WebUI
Self-hosted web interface for Ollama and OpenAI-compatible models
OpenAI Realtime API
Low-latency speech-to-speech API for voice AI applications
OpenRouter
Unified API for 300+ AI models from every major provider
Perplexity Sonar
Perplexity API for adding real-time web search to AI applications
Pieces for Developers
AI-powered developer workflow tool that captures and reuses code snippets
Pinecone
Managed vector database for AI applications and semantic search
Railway
Simple cloud deployment platform for any app
Replicate
Run AI models in the cloud via API
Replit
AI-enhanced online IDE and development platform
Roboflow
Platform for building and deploying computer vision models
Semgrep
AI-powered static analysis and code security scanning
Snyk AI
AI-powered developer security for code and dependencies
Stepsize
AI tech debt tracker integrated with your IDE
Supabase AI
AI assistant and vector storage built into the Supabase developer platform
Swimm
AI-powered code documentation that stays up to date
Tabnine
AI code completion and development assistant
Together AI
Fast cloud inference for open-source AI models
Vapi
Voice AI platform for building phone and voice agent applications
Vercel AI
Frontend cloud with built-in AI SDK and deployment
Vertex AI
Google Cloud's unified AI platform for building and deploying models
W&B Weave
LLM evaluation and observability from Weights & Biases
Warp
AI-powered terminal that understands commands and suggests fixes
Weights & Biases
MLOps platform for experiment tracking and model management
Data 16
Airbyte
Open-source data integration platform with AI assistance
Amplitude AI
AI-powered product analytics and behavioural insights
DataRobot
Automated machine learning and AI platform
dbt Cloud
Analytics engineering platform for data transformation
Domo AI
Cloud BI platform with embedded AI for business decisions
Fivetran
Automated data movement with AI-powered pipelines
H2O.ai
Open-source machine learning and AI platform
Julius AI
Chat with your data — AI data analyst
Metabase
Open-source analytics with AI question assistant
Obviously AI
No-code machine learning for business predictions
PostHog AI
Open-source product analytics and experimentation platform
Power BI
Microsoft's AI-powered business intelligence tool
Scale AI
Data labeling and AI evaluation platform for training foundation models
Sisense
AI-driven embedded analytics for product builders
Tableau
AI-enhanced data visualization and analytics platform
ThoughtSpot
AI-powered analytics with natural language search
Code assistant 26
Aider
Terminal-based AI pair programmer for your git repo
Amazon CodeWhisperer
AWS's AI code companion for cloud-native development
Amazon Q Developer
AWS's AI coding assistant with deep AWS service knowledge
Bito AI
AI coding assistant with GPT-4 in your IDE
Blackbox AI
AI code completion and chat assistant for developers
Bolt.new
AI full-stack web app builder in the browser
Claude Code
Anthropic's agentic coding tool that works directly in your terminal
Cline
Autonomous AI coding agent in VS Code
Codeium
Free AI code completion for every IDE
CodeRabbit
AI-powered pull request reviewer
CodeRabbit
AI-powered code review for pull requests
Continue
Open-source AI code assistant for VS Code and JetBrains
Cursor Composer
Multi-file AI code generation within the Cursor editor
Devin
Autonomous AI software engineer
GitHub Copilot Workspace
AI-native developer environment for planning and completing GitHub tasks
Google Jules
Google's asynchronous AI coding agent for GitHub repositories
GPT Engineer
AI that generates entire codebases from a single prompt
JetBrains AI Assistant
AI coding assistant built into IntelliJ, PyCharm, and all JetBrains IDEs
Lovable
AI full-stack app builder from natural language
Mutable AI
AI accelerated software development
Qodo AI
AI code testing and quality platform
Sourcegraph Cody
AI coding assistant with deep codebase context
Supermaven
Ultra-fast AI autocomplete with 300k token context
v0 by Vercel
AI UI component generator from text descriptions
Windsurf
Agentic AI code editor by Codeium
Zed AI
Lightning-fast editor with built-in AI assistance
Models 21
AI21 Labs
Enterprise AI platform with Jamba hybrid state-space models
Claude 4
Anthropic's Claude 4 model family — Haiku, Sonnet, and Opus
Cohere
Enterprise LLMs for search, summarisation, and classification
CoreWeave
GPU cloud infrastructure for AI workloads
DeepSeek
Chinese open-source AI models rivalling frontier performance
Gemini 2.0
Google's most capable multimodal AI model family
Gemma
Google's open-weight AI models for local and edge deployment
GPT-4o
OpenAI's flagship multimodal model powering ChatGPT
Hugging Face
The AI community platform for models, datasets, and spaces
Lambda Labs
GPU cloud and workstations for deep learning
Llama 4
Meta's latest open-weight language model family
Microsoft Phi
Microsoft's small language models punching above their weight
Mistral AI
European AI lab producing efficient, high-performance models
Modal
Serverless GPU cloud for AI and data workloads
OpenAI o3
OpenAI's advanced reasoning model for complex tasks
Paperspace
Cloud GPU platform for AI development and deployment
Qwen
Alibaba's open-source AI model family with top benchmark scores
RunPod
GPU cloud for AI training and inference
Stability AI
The company behind Stable Diffusion and open generative AI
Together AI
Fast inference cloud for open-source AI models
Vast.ai
GPU marketplace for affordable AI compute
Automation 6
Activepieces
Open-source Zapier alternative for automation
Make
Visual automation platform with AI integrations
Microsoft Power Automate
AI-powered business process automation
n8n
Open-source workflow automation with AI nodes
Pipedream
Code-first workflow automation for developers
Zapier
AI-enhanced workflow automation platform
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