AI tools and frameworks index

AI Tools & Frameworks

TL;DR A broad, categorised index of AI tools - art and design, chatbots, coding agents, music, video, text-to-speech, writing, research and more Each entry is a one-line description so you can scan quickly and click into anything interesting Best used as a discovery surface - bookmark the ones that match your work and ignore the rest Heavily skewed toward tools that have actually been useful or notable rather than every product in the space Living list - the tools update as the ecosystem moves, so the categories matter more than any single entry AI Tools Art & Graphic Design AutoDraw - fast drawing for everyone Adobe Firefly - generative AI tool with Generative Fill, part of Adobe Photoshop Cleanup.pictures - remove unwanted objects, defects, people or text from your pictures DALL·E 3 - creates realistic images and art from a description in natural language, integrated into ChatGPT Deep Nostalgia - animate your family photos FLUX - state-of-the-art open-weights text-to-image models from Black Forest Labs Ideogram - text-to-image generator known for accurate in-image text rendering Krea - real-time AI image generation and enhancement Leonardo - create stunning game assets and concept art with AI Magnific - AI upscaler and image enhancer Microsoft Designer - stunning designs, made lightning fast with AI Midjourney - generates images from natural language descriptions, called “prompts” Playground - create any image from your imagination Recraft - generative design tool with brand-consistent vector and raster output Stockimg AI - generate with AI: book covers, wallpapers, posters, logos, stock images, illustrations and art ChatBot ChatGPT - the original mainstream AI chatbot, developed by OpenAI (Generative Pre-trained Transformer) Claude - Anthropic’s frontier assistant; strong on reasoning, coding, and long-context tasks Cohere - build incredible products with world-class language AI, focused on enterprise DeepSeek - open-weight Chinese frontier models with competitive reasoning Google Gemini - conversational generative AI chatbot from Google (formerly Bard), available in free and Pro tiers Grok - xAI’s chatbot integrated with X (Twitter), known for real-time data access Le Chat - Mistral AI’s chatbot with open-weight model heritage Perplexity - answer engine combining LLMs with web search and citations Poe - Quora’s unified front-end for many models (Claude, GPT, Gemini, image models, custom bots) Chrome Extensions alicent - browser extension for ChatGPT Compose - Chrome extension that cuts down your writing time with AI-powered autocompletion & text generation FinalScout - ChatGPT-powered email finding & outreach at scale Voilà - personal AI assistant for supercharged productivity Poised - AI-powered communication coach that helps you speak with confidence and clarity Wiseone - helps you master any topic you are reading online by bringing relevant and reliable information Customer Support Forethought - generative AI for customer support Design Flair - AI design tool for branded content Galileo AI - creates delightful, editable UI designs from a simple text description Coding Agents & AI IDEs Aider - AI pair programmer in your terminal, works with any LLM and your git repo Claude Code - Anthropic’s official terminal-based coding agent powered by Claude Cline - open-source autonomous coding agent for VS Code Continue - open-source AI code assistant for VS Code and JetBrains Cursor - AI-first code editor (VS Code fork) with chat, edit, and agent modes GitHub Copilot - AI pair programmer integrated into VS Code, JetBrains, Neovim and Visual Studio Replit - browser-based IDE with Replit Agent for building full apps from prompts Sourcegraph Cody - AI coding assistant with deep codebase context Tabnine - privacy-focused AI code completion Windsurf - agentic IDE (formerly Codeium) with Cascade autonomous workflows Zed - high-performance collaborative editor with native AI assistant integration AI App Builders Bolt - prompt-to-app builder by StackBlitz, generates full-stack web apps in the browser Lovable - build production-ready web apps from natural language v0 - Vercel’s generative UI tool for React and Tailwind components Gaming Nvidia Game AI Voyager - open-ended embodied agent with large language models (LLMs) Marketing Automizy - email marketing software designed to increase your email open rates Music Beatoven - create customisable royalty-free music that elevates your story Boomy - create original songs in seconds Brain.fm - functional music designed to improve focus, relaxation, and sleep LALAL.AI - extract vocal, accompaniment, and various instruments from any audio or video Soundraw - royalty-free AI-generated music Stable Audio - Stability AI’s text-to-audio model for music and sound design Suno - generate full songs with vocals and instruments from a text prompt Udio - high-fidelity AI music generation with strong lyric and style control Project Management LiquidPlanner - project management solution that dynamically adapts to change and manages uncertainty to help teams plan, predict, and perform with confidence Prompt Engineering Borriss The Advanced Prompt Writer Tool - write complex prompts in seconds Text to Speech & Voice Cleanvoice - removes filler sounds, stuttering, and mouth sounds from your podcast or audio recording ElevenLabs - market-leading AI voice generation, cloning, and dubbing LOVO - AI voice generator and text-to-speech Murf - AI voice generator and text-to-speech Play.ht - realistic AI voices and voice cloning for content creators Resemble AI - voice cloning, real-time TTS, and speech-to-speech Speechify - reads text aloud using computer-generated text-to-speech voices Video Descript - write, record, transcribe, edit, collaborate, and share your videos and podcasts HeyGen - AI avatars and video translation for marketing and training Kling - high-quality text-to-video model from Kuaishou Pika - text- and image-to-video generation with creative effects Runway - leading AI video platform with the Gen-3 / Gen-4 family of models Sora - OpenAI’s text-to-video model, available via ChatGPT Synthesia - AI video creation with realistic avatars for enterprise training Veo - Google DeepMind’s text-to-video model Website Builders 10Web - AI-powered WordPress platform Durable - AI website builder that generates an entire website with images and copy in seconds Writing AISEO - AI writing assistant that delivers undetectable, human-like content in just a few clicks Beautiful - jumpstart your presentations Bertha - create engaging content without the hassle of creating it Decktopus - AI-powered presentation generator Fireflies - automate your meeting notes: record, transcribe, search and analyze voice conversations Gamma - start writing beautiful & engaging content with none of the formatting and design work Jasper - AI writer and AI art generator Kickresume - create a beautiful resume in minutes using AI & customizable templates Notion - organizational tools including task management, project tracking, to-do lists, bookmarking, and more Ocoya - create and schedule social media, content marketing & copywriting quicker using AI Paperpal - real-time, subject-specific language suggestions that help you write better, faster Postwise - craft engaging posts with AI, schedule effortlessly and watch your followers grow Quillbot - AI-powered paraphrasing tool to enhance your writing Saga AI - write faster, and do better work directly in Saga with the help of a digital AI assistant Scribe - automatically create step-by-step guides in seconds simply by watching you work Simplified - supercharge content creation Sudowrite - AI novel writing assistant that makes the creative writing process more fun and interactive Text Blaze - eliminate repetitive typing and mistakes Trinka - online grammar checker and language correction AI tool for academic and technical writing Writesonic - create SEO-optimized and plagiarism-free content for your blogs, ads, emails, and website 10X faster YouTube Eightify - YouTube summaries powered by ChatGPT TubeBuddy - optimize your YouTube channel faster Other Adriel - handle complex marketing campaigns and reach your advertising goals AdScale - boost your ad performance by automating everything from ad creation, and optimization, to audience targeting and performance tracking Akkio - predictive AI for Analysts Audiense - audience Intelligence platform, helping marketers and consumer researchers to be innovative and develop relevant audience-centric strategies through proprietary social consumer segmentation Bardeen - mission is to help people leverage technology, do more of what they love, and stay in the flow Brancher - connect AI models to build AI apps in minutes, with no-code Decoherence - create what can’t be filmed DoNotPay - the world’s first robot lawyer Fyle - real-time expense management Google Flood AI Hints - AI assistant that integrates with any software to perform tasks on your behalf Krisp - improves the productivity of online meetings with its AI-powered Voice Clarity and Meeting Assistant Lavender - sales email assistant powered by AI Mixo - helps entrepreneurs quickly launch and validate their business ideas MosaicTrack - smart recruiting solution that leverages the cognitive power of artificial intelligence to read through resumes and social profiles to find the best talent based on culture fit and skill set Nosto - commerce experience platform - an integrated suite of data-fueled personalization and merchandising solutions Octane AI - Shopify app for AI-powered customer engagement Outfits AI - try on any outfits using AI Regie - AI sales assistant for email Snazzy - gives you great content ideas for social media ads, landing pages and more Sprout Social - extract real business value from social Taskade - AI-powered workspace for productivity TldV - AI meeting recorder and summarizer Twain - AI writing assistant Vondy - AI app builder Voyado Elevate - intelligent search and merchandising for online retailers Warmer - AI cold email outreach WNR - prompts made easy with AI templates Research Consensus - search engine that uses AI to extract and distill findings directly from scientific research Elicit - research assistant that finds, summarises, and extracts data from academic papers NotebookLM - Google’s research and note-taking tool with grounded sources and audio overviews ResearchRabbit - citation-graph discovery tool for academic papers Scholarcy - reads research articles, reports, and book chapters and breaks them down into bite-sized sections SciSpace - do hours worth of reading and understanding in minutes Local & Self-Hosted LLMs GPT4All - run open-weight LLMs locally on desktop, no GPU required Jan - open-source ChatGPT alternative that runs fully offline LM Studio - desktop app to discover, download, and chat with local LLMs Ollama - run open models like Llama, Mistral, and Qwen locally with a simple CLI Open WebUI - extensible self-hosted web UI for Ollama and OpenAI-compatible APIs vLLM - high-throughput, memory-efficient inference engine for LLMs AI Development Frameworks AutoGen - Microsoft’s framework for building multi-agent conversations CrewAI - framework for orchestrating role-playing autonomous AI agents Hugging Face - the open-source hub for models, datasets, and ML tooling LangChain - framework for building applications with LLMs through composable chains and agents LangGraph - LangChain’s library for building stateful, multi-actor agent workflows LlamaIndex - data framework for connecting custom data sources to LLMs Pydantic AI - type-safe agent framework from the makers of Pydantic Spec-driven Development (SDD) GitHub Spec Kit - toolkit to help you get started with Spec-Driven Development (SDD) - specifications become executable, directly generating working implementations rather than just guiding them Twitter BlackMagic - enhanced Twitter for pro tweeters Hypefury - personal assistant to grow & monetize your Twitter audience Tribescaler - get more impressions, grow a better network and earn more money Tweet Hunter - build & monetize your Twitter audience Tweetlify - create viral tweets, grow followers & make money AI Research Companies Anthropic - AI safety company, makers of Claude Black Forest Labs - generative image research lab behind the FLUX model family Boston Dynamics - create exceptional robots that enrich people’s lives DeepMind - Google’s AI research lab, makers of Gemini, AlphaFold and Veo Fast.ai - making deep learning easier to use Google AI - Google’s division dedicated to artificial intelligence Meta AI - Meta’s research arm, makers of the Llama open-weight model family Midjourney - independent research lab exploring new mediums of thought Mistral AI - European frontier lab with strong open-weight models OpenAI - AI research and deployment company, makers of GPT and Sora Stability AI - generative AI research lab behind Stable Diffusion and Stable Audio Tesla AI & Robotics - developing and deploying autonomy at scale in vehicles and robots xAI - Elon Musk’s AI lab, makers of Grok Related Reading List of AI GitHub Projects The Complete AI Developer’s Guide: Resources and Best Practices List of AI Courses & Learning Resources AI Conferences Worth Following AI Explainers

May 1, 2026 · 10 min · James M
AI Resources & Best Practices Banner

The Complete AI Developer's Guide: Resources and Best Practices

TL;DR Prompt engineering, token efficiency, and structured outputs are the core skills for working effectively with any AI model System design patterns - streaming, caching, structured outputs, graceful fallbacks - matter as much as prompting fluency Testing and validation in AI systems requires clear evaluation criteria and production monitoring, not just pre-launch checks Official documentation from model providers (Anthropic, OpenAI, Google) is the most reliable source of best practices The curated resources table covers everything from GitHub Copilot to local model deployment with Ollama Most AI tutorials teach you how to get started. Few teach you how to get it right. This post curates the most valuable resources and practices for working effectively with modern AI systems - from prompt engineering fundamentals through to production system design and evaluation. ...

April 18, 2026 · 5 min · James M
DevOps Explainers Banner

DevOps Explainers

Most engineering concepts are easier than they look once someone explains them clearly. This page collects short explainer notes on the fundamentals I find myself re-explaining most often, each paired with the best external visual or video I have found on the topic. APIs An API is a contract: this is what I will accept, this is what I promise to return, this is how I will behave when something goes wrong. Everything else - REST, GraphQL, gRPC, WebSockets - is just a different way of expressing that contract over the wire. ...

December 15, 2023 · 5 min · James M
Blockchain and Crypto Resources Banner

Blockchain & Crypto Resources

Curated YouTube Channels Explore these trusted YouTube channels covering blockchain, cryptocurrencies, Web3, and market analysis. Educational & Technical Andreas Antonopoulos - One of the most trusted and engaging educators in the Bitcoin industry, explaining blockchain fundamentals with clarity and depth Coin Bureau - Comprehensive informational portal to the cryptocurrency ecosystem with detailed project analysis MMCrypto - In-depth coverage of cryptocurrency and blockchain topics for learners at all levels Market & Trading Altcoin Daily - Bitcoin, Ethereum, Cardano, NFTs, altcoins, metaverse, mining, trading, and investing insights ...

December 1, 2023 · 2 min · James M
List of DevOps Courses Banner

List of DevOps Courses

Amazon Web Services (AWS) AWS Associate Level Exams A Cloud Guru AWS Certified Developer (Associate) AWS Certified Solutions Architect (Associate) AWS Certified SysOps Administrator (Associate) Introduction to Amazon Cognito CBT Nuggets AWS Certified Cloud Practitioner AWS Certified Solutions Architect (Associate) AWS Certified SysOps Administrator (Associate) CloudAcademy AWS Solutions Architect – Associate (SAA-C03) Certification Preparation for AWS Pluralsight AWS Certified Developer (Associate) AWS Certified Solutions Architect (Associate) AWS Certified SysOps Administrator (Associate) Whizlabs AWS Certified Developer (Associate) AWS Certified Solutions Architect (Associate) AWS Certified SysOps Administrator (Associate) AWS Professional Level Exams A Cloud Guru AWS Certified DevOps Engineer (Professional) AWS Certified Solutions Architect (Professional) Pluralsight AWS Certified DevOps Engineer (Professional) Command-line Interface (CLI) Pluralsight Mastering AWS Command-line Interface Operations Continous Integration / Continous Deployment (CI/CD) Pluralsight Continuous Delivery and DevOps with Azure DevOps: Source Control with Git Getting Started with Jenkins Practicing CI/CD with AWS CodePipeline Whizlabs Deploying Microservices to Kubernetes using Azure DevOps Advanced Azure DevOps and AKS Patterns for Scalable Solutions Cost Optimization CloudAcademy AWS Cost Management and Customer Support Data & Databases Pluralsight Big Data on Amazon Web Services Foundations of Document Databases with MongoDB SQL on Hadoop - Analyzing Big Data with Hive General CBT Nuggets AWS Technical Essentials CloudAcademy Introduction to Amazon Web Services (AWS) How to Move Your Website to AWS with PHP, MySQL, and Apache High Availability CloudAcademy How to Architect with a Design for Failure Approach Lambda CloudAcademy AWS Lambda Networking A Cloud Guru AWS Certified Advanced Networking Specialty Pluralsight AWS Networking AWS Networking Deep Dive: Virtual Private Cloud (VPC) AWS VPC Operations Introduction to Amazon Virtual Private Cloud (VPC) Storage CloudAcademy Automated Data Management with EBS, S3, and Glacier Storage Fundamentals for AWS Whitepapers Blue/Green Deployments on AWS Development and Test on Amazon Web Services Introduction to DevOps on AWS Practicing Continuous Integration and Continuous Delivery on AWS Running Containerized Microservices on AWS Azure CloudAcademy Getting Started With Azure Virtual Machine Microsoft Azure Fundamentals Pluralsight Microsoft Azure Fundamentals CompTIA Pluralsight CompTIA Storage+ Part 1: Storage Fundamentals CompTIA Storage+ Part 2: Network Storage & Data Replication CompTIA Storage+ Part 3: Data Protection & Storage Docker & Containers CloudAcademy Docker in Depth Coursera Containerized Applications on AWS DataCamp Introduction to Docker KodeKloud Docker Certified Associate Exam Course Docker – SWARM | SERVICES | STACKS – Hands-on Docker Training Course for the Absolute Beginner Pluralsight Docker Deep Dive Docker Fundamentals for Developers Udemy Docker Mastery: with Kubernetes +Swarm from a Docker Captain Docker and Kubernetes: The Complete Guide Git Codecademy Learn Git & GitHub Coursera Introduction to Git and GitHub GitOps KodeKloud GitOps with ArgoCD Google Cloud Platform (GCP) CBT Nuggets Developing Solutions for Google Cloud Platform CloudAcademy Google Cloud Platform Fundamentals Integrated Development Environments (IDEs) Pluralsight Visual Studio Data Tools for Developers Infrastructure-as-Code A Cloud Guru HashiCorp Certified Terraform Associate HashiCorp Packer KodeKloud HashiCorp Certified: Consul Associate Certification HashiCorp Certified: Terraform Associate Certification HashiCorp Certified: Vault Associate Certification Pluralsight Hands-on Ansible Whizlabs HashiCorp Certified Consul Associate HashiCorp Certified Terraform Associate Certification HashiCorp Certified Vault Associate Kubernetes A Cloud Guru EKS Basics Istio in Kubernetes Kubernetes Essentials Kubernetes Deep Dive Kubernetes the Hard Way Coursera Architecting with Google Kubernetes Engine Specialization GitHub Open Source Curriculum for CNCF Certification Courses Certified Kubernetes Administrator (CKA) Certified Kubernetes Application Developer (CKAD) Certified Kubernetes Security Specialist (CKS) Kubernetes and Cloud Native Associate (KCNA) Prometheus Certified Associate (PCA) Killer Kubernetes Exam Simulator KodeKloud Certified Kubernetes Administrator (CKA) Certified Kubernetes Application Developer (CKAD) Certified Kubernetes Security Specialist (CKS) Helm for Beginners Istio Service Mesh Kubernetes Challenges Kubernetes for the Absolute Beginners – Hands-on Tutorial Kustomize Lens: Kubernetes IDE Linode: Kubernetes Engine OpenShift 4 Prometheus Certified Associate (PCA) Ultimate Certified Kubernetes Administrator (CKA) Mock Exam Series Ultimate Certified Kubernetes Application Developer (CKAD) Mock Exam Series KubeCampus: Free Kubernetes Training Pluralsight Certified Kubernetes Administrator (CKA) Certified Kubernetes Application Developer (CKAD) Certified Kubernetes Application Developer: Services and Networking Certified Kubernetes Security Specialist (CKS) Getting Started with Kubernetes StackSimplify Kubernetes for Absolute Beginners on AWS EKS Udemy Docker and Kubernetes: The Complete Guide Learn DevOps: The Complete Kubernetes Course Whizlabs Deploying Microservices to Kubernetes using Azure DevOps Tutorials EKS Workshop Kubernetes The Hard Way Articles Kubernetes Failure Stories Linux CBT Nuggets CentOS System Administrator Prep Pluralsight Getting Started with Ubuntu LPIC-1: Linux Administrator (101-500 and 102-500) LPIC-2: Linux Engineer (201-450 and 202-450) Manage Linux with sed and awk Red Hat Enterprise Linux Shell Fundamentals RHCSA: Red Hat Certified System Administrator (EX200) Udemy The Complete Ubuntu Linux Server Administration Course ! Networking CBT Nuggets Building a Network Design OpenStack Pluralsight Getting Started with OpenStack Introduction to OpenStack Programming CBT Nuggets Python Programming Language Pluralsight Python: Beyond The Basics Python Desktop Application Development Python Developers Toolkit Unit Testing With Python Search Pluralsight Getting Started With Enterprise Search Using Apache Solr Security CBT Nuggets CompTIA Security+ Security Threats, Attacks & Vulnerabilities Virtualization Pluralsight Introduction to Versioning Environments With Vagrant Archived These are no longer available ...

May 28, 2023 · 5 min · James M
General Links Banner

General Links

Technology Linus Tech Tips - Consumer technology & video production TED - Talks on Technology, Entertainment & Design Podcasts Joe Rogan - The Joe Rogan Experience podcast is a long form conversation hosted by comedian Joe Rogan with friends and guests that have included comedians, actors, musicians, MMA fighters, authors, artists, and beyond Lex Fridman - Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power PBD Podcast - The PBD Podcast is hosted by Patrick Bet-David where he discusses a wide range of topics from business to current events, politics and sports Personal Blogs Nicely formatted blogs ...

May 10, 2023 · 1 min · James M