AI Tools & Frameworks

TL;DR A broad, categorised index of AI tools - art and design, chatbots, code, music, text-to-speech, writing, 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 object, defect, people or text from your pictures DALL·E 2 - creates realistic images & art from a description in natural language Deep Nostalgia - animate your family photos Instorier - picture to 3D tool Leap - generate images, edit them, fine tune models, retrieve text context and more with best-in-class APIs and SDKs Leonardo - create stunning game assets with AI Microsoft Designer - stunning designs, made lightning fast with AI Midjourney - generates images from natural language descriptions, called “prompts” (similar to OpenAI’s DALL-E & Stable Diffusion) PixTeller online image editor & animation maker to create posters, animated gifs, logos, banners, invitations, flyers, animated logos, video thumbnails & more Playground - create any image from your imagination Stockimg AI - generate with AI: book covers, wallpapers, posters, logos, stock images, illustrations & art StyleDrop - text-to-image generation in any style ChatBot BuddyGPT - the power of ChatGPT, on WhatsApp & Telegram ChatGPT - an artificial intelligence chatbot developed by OpenAI (Generative Pre-trained Transformer) Cohere - build incredible products with world-class language AI Google Gemini - conversational generative AI chatbot developed by Google (formerly Bard), available in free and Pro tiers Kaizan - uses conversation intelligence to highlight client health and what will increase revenue Perplexity - chatbot that uses machine learning and Natural Language Processing (NLP) to respond to user questions Playground - explore the capabilities of various AI models developed by OpenAI Quickchat - technology to build AI assistants that talk like a human Typewise - AI writing solution for customer service and sales teams 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 Co-Pilot AskCodi - speed up the development process through tools, ask Codi AI to answer coding questions, explain code, document, or test code GitHub Copilot - cloud-based artificial intelligence tool developed by GitHub and OpenAI to assist users of Visual Studio Code, Visual Studio, Neovim, and JetBrains integrated development environments by autocompleting code. KoPylot - open-source AI-powered Kubernetes assistant to help developers & DevOps engineers easily manage & monitor their Kubernetes clusters Monica - Chrome extension powered by ChatGPT Replit - build software collaboratively with the power of AI, on any device, without spending a second on setup UseChatGPT - use ChatGPT, Bard, Bing Chat & Claude on any website without copy & pasting Wiseone - AI-powered browser extension that offers a new way of reading & exploring information 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 Audoir - AI lyrics & poetry generator Beatoven - create customisable royalty free music that elevates your story Boomy - create original songs in seconds Brain.fm - get more done with less effort & unlock your best self on demand LALAL.AI - extract vocal, accompaniment & various instruments from any audio / video Muzeek - aim to save venues and promoters a ton of time, help artists and their teams automate opportunities Soundraw - royalty-free AI generated music WavTool - make high-quality music with an AI assistant in the browser, for free 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 LOVO - AI voice generator and Text to Speech Murf - AI voice generator and Text to Speech Speechify - mobile and desktop app that reads text aloud using a computer generated Text to Speech voice Voicemaker - online free Text to Speech converter Video Descript - write, record, transcribe, edit, collaborate, and share your videos and podcasts Elai - build customized AI videos with a presenter in minutes without using a camera, studio and a green screen Steve AI - make professional videos in minutes 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 SciSpace - do hours worth of reading and understanding in minutes Scholarcy - reads your research articles, reports and book chapters in seconds and breaks them down into bite-sized sections 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 Boston Dynamics - create exceptional robots that enrich people’s lives Fast.ai - making deep learning easier to use Google AI - a division of Google dedicated to artificial intelligence Midjourney - independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species OpenAI - AI research and deployment company Stability - building the foundation to activate humanity’s potential Tesla AI & Robotics - developing & deploying autonomy at scale in vehicles & robots 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

October 28, 2025 · 8 min · James M

Chatbots & Large Language Models (LLMs)

TL;DR An LLM is the underlying reasoning engine; a chatbot is the product experience wrapped around it - they are related but not the same thing LLMs excel at summarizing, rewriting, generating drafts, and coding, but should be treated as fast collaborators rather than infallible oracles The main model families are frontier models (GPT, Claude, Gemini), open-weight / self-hostable models (Llama), and product-specific assistants (ChatGPT, Cursor, Copilot) Choose the right tool for the job: chatbots for convenience and exploration, APIs for automation, coding-native tools for repo-aware work The market is now split between AI as a consumer product and AI as programmable infrastructure - understanding both layers makes the landscape far less confusing Most people still talk about chatbots and large language models as if they are the same thing. ...

May 17, 2024 · 6 min · James M

Google Gemini Ultra

TL;DR Gemini Ultra was Google DeepMind’s flagship Gemini tier at launch in early 2024 - notable for hitting 90.0% on the MMLU benchmark Multimodal across text, images, video, and code, with strong coding and reasoning performance for its era Has since been superseded by Gemini 2.0, Gemini 2.5 Pro, and other specialised variants in the Gemini family Documented here for historical context - the original Ultra branding is no longer the main consumer-facing model Access today is through AI Studio, Vertex AI, and Google One AI Premium plans About Note: Gemini Ultra (released early 2024) has since been superseded by more advanced versions. As of 2026, Google’s flagship models include Gemini 2.0, Gemini 2.5 Pro, and specialized variants. This article documents the original Gemini Ultra for historical context. ...

March 29, 2024 · 2 min · James M

Google Gemini Advanced

TL;DR Gemini Advanced was Google’s tier-based offering for power users at launch in early 2024 - enhanced reasoning, longer context, and multimodal input Built around Gemini Ultra at first, then succeeded by Gemini 2.0 Flash, 2.5 Pro, and other newer models Use cases: coding, creative collaboration, long-form multi-turn conversations, document and media analysis Available through Google One AI Premium with web, mobile, and API access; pricing has shifted as the lineup evolved Documented here as the original 2024 positioning - check Google’s current site for what “Advanced” maps to today About Note: Gemini Advanced (released early 2024) was Google’s tier-based offering. By 2026, this has evolved into a more diverse model lineup including Gemini Pro, Gemini 2.0, and Gemini 2.5 Pro with different access tiers. This article reflects the original 2024 positioning. ...

March 29, 2024 · 2 min · James M

List of AI Courses & Learning Resources

TL;DR A curated index of AI courses, books, and learning platforms - organised by provider so you can compare offerings quickly Covers free starting points (Elements of AI, Fast.ai) through to paid professional certificates (Coursera, DeepLearning.AI) Includes both broad foundations (machine learning, deep learning) and specific specialisations (prompt engineering, LLM application development) Use it as a launching point - pick one course aligned to your goal and finish it before grazing across the rest Updated as new programmes appear; the structure favours longevity over hype Books Deep Learning with Python The Elements of Statistical Learning Courses Class Central Artificial Intelligence Courses ChatGPT Courses Elements of AI Midjourney Courses Coursera AI for Everyone IBM Applied AI Professional Certificate Supervised Machine Learning: Regression and Classification DataCamp AI Fundamentals Introduction to ChatGPT DeepLearning ChatGPT Prompt Engineering for Developers edX Learning From Data (Introductory Machine Learning) Elements of AI Fast.ai Future Learn Digital Skills: Artificial Intelligence Google Cloud Skills Boost Generative AI learning path Attention Mechanism Create Image Captioning Models Encoder-Decoder Architecture Generative AI Explorer - Vertex AI Introduction to Generative AI Introduction to Generative AI Studio Introduction to Image Generation Introduction to Large Language Models Introduction to Responsible AI Transformer Models and BERT Model Harvard Artificial Intelligence Courses Machine Learning Mastery Microsoft AI for Beginners Oxford AI Online Courses PyTorch Reed AI Online Courses Stanford Artificial Intelligence Graduate Certificate Artificial Intelligence Programs TensorFlow Udacity Intro to Artificial Intelligence (Free) Udemy Artificial Intelligence A-Z™: Build an AI with ChatGPT and more Artificial Intelligence (ARS): Build the Most Powerful AI Artificial Intelligence Masterclass Artificial Intelligence: Reinforcement Learning in Python The Beginner’s Guide to Artificial Intelligence (Unity 2022) Unity Artificial Intelligence for Beginners Learning Resources Google AI Build How to use ChatGPT to create an app Newsletters Lore - weekly newsletter with the latest Generative AI news, insights and featured tools Twitter Accounts AI Daily - teaches about AI Borriss - developer & writer of practical AI Javi Lopez - AI educator Lex Fridman - host of Lex Fridman Podcast, research scientist at MIT Linus - AI educator & designer Steve Mills - exploring creative uses of Generative AI YouTube Channels Artificial Intelligence - All in One Connor Shorten DeepLearningAI Jeremy Howard Kaggle Lex Fridman sentdex The Artificial Intelligence Channel Two Minute Papers Yannic Kilcher YouTube Videos Excel AI - data analysis made easy Google Gemini (formerly Bard): A beginner’s guide to Google’s AI chatbot How to Build a FULL App With ChatGPT in 20 minutes! How to Use Midjourney, AI Art and ChatGPT to Create an Amazing Website Midjourney Prompt Tips for Beginners and Veterans Stable diffusion prompt tutorial Related Reading The Complete AI Developer’s Guide: Resources and Best Practices AI Conferences Worth Following AI Explainers An AI Tooling Learning Path: Logical Phases for 2026

December 18, 2023 · 3 min · James M

Why the ChatGPT iPhone App Mattered

TL;DR The ChatGPT iPhone app mattered not as a feature release but as the moment AI shifted from a desktop destination to an everyday mobile utility Key additions - native interface, synced history, and voice input - were modest, but they fundamentally changed when and how people reached for AI Mobile AI is intimate in a way desktop AI is not, fitting into gaps throughout the day rather than dedicated work sessions The launch signalled that ChatGPT was becoming a platform and a habit, not just a viral website or a one-off experiment It pointed toward the future that followed: voice as a primary interface, cross-device continuity, and conversational AI as persistent infrastructure When OpenAI launched the ChatGPT app for iPhone, it was easy to see it as a simple mobile companion to a popular web product. ...

May 18, 2023 · 4 min · James M

Auto-GPT is now able to write it's own code

Massive Update for Auto-GPT: Code Execution! 🤖💻 Auto-GPT is now able to write it's own code using #gpt4 and execute python scripts! This allows it to recursively debug, develop and self-improve... 🤯 👇 pic.twitter.com/GEkMb1LyxV — Toran Bruce Richards (@SigGravitas) April 1, 2023

April 1, 2023 · 1 min · James M

OpenAI has released GPT-4

Fully intent on being the next Skynet, OpenAI has released GPT-4, its most robust AI to date that the company claims is even more accurate while generating language and even better at solving problems. GPT-4 is so good at its job, in fact, that it report… https://t.co/Q2btYgtWSA — GrindZero Tribe (@Snapzu_Blogs) March 16, 2023

March 16, 2023 · 1 min · James M

AI Explainers

TL;DR A curated set of the clearest technical explainers of foundational AI concepts - the ones that build real intuition, not just vocabulary Covers fundamentals (backprop, neural networks), transformers and language models, and generative models like diffusion Authors include Andrej Karpathy, Stephen Wolfram, and NVIDIA’s developer team - high signal, low fluff Read one piece slowly rather than skimming five - the value is in working through the maths, not collecting links Pairs well with the courses list if you want a structured path after the explainers click A curated collection of clear, technical explanations of foundational AI concepts. These resources help build intuition about how modern AI systems actually work. ...

February 15, 2023 · 2 min · James M