Building a working thing you could not build alone, then making it live
Specify it, make the assistant plan it, build the smallest version that runs, then find and describe exactly what is broken. The defect log is the skill; the artifact is…
Computer Science (CSCI)
Code assistants are strongest exactly where CS1 and CS2 assignments live, which makes unmonitored take-home programming close to unassessable. The productive response has been to move the assessment onto reading, reviewing and defending code rather than producing it.
Workflows
How people actually chain these tools together to get something done.
Grade the specification, not the program: prompt-first CS1 with a refutation round
Students get the problem as a picture with no text, write the spec, the model generates from it — and the spec is what gets graded. Then they hunt a bug in code that…
Auditing your problem set against the solvers
Run your own homework through the tools students use, find what survives, and rebuild the assessment around the problems that do.
The AI runs the test, the student defends the assumptions
Require the model to do the computation so the entire grade can sit on the assumption audit, the design critique, and the interpretation in context.
Understanding the expensive system before you buy it
Before a program buys the proprietary box, spend an hour learning how it works. Sometimes you still buy it, and now you know what you are buying.
Tools for Computer Science
Anthropic-Claude for Education
An advanced writing and analysis assistant known for strong summarization, nuanced reasoning, and the ability to handle long documents and extended context. Best for: Drafting policies and professional communications…
AWS
AWS equips community colleges with three cornerstone programs: AWS Academy, AWS Machine Learning University (MLU), and Skills to Jobs AI Entry Pathways.
BoodleBox
BoodleBox is an innovative AI-powered platform designed specifically for educators, offering a collaborative workspace where teachers can efficiently create, organize, and share lesson plans, assessments, and classroom…
CISCO
Cisco Networking Academy is a proven skills-to-jobs program offering technology education through public-private partnerships, high-quality curriculum, and inclusive workforce development programs.
Claude AI COURSEs
A variety of courses for learning CLAUDE AI - Vibe Coding, AI in General, Claude for Education and more.
CompTIA
CompTIA uniquely bridges the gap between education and industry to meet the soaring tech skills demand beyond traditional degrees. CompTIA Essentials CompTIA Essentials Series is a new offering of short courses designed…
Cursor
AI-first code editor with whole-codebase context, multi-file edits and agent workflows.
Why here: Good for teaching code review at project scale — but the student discount is gone.
Elements of AI
A free, self-paced online course designed to introduce the fundamentals of artificial intelligence without requiring programming or advanced math. Developed by the University of Helsinki and MinnaLearn, it combines…
GitHub Copilot
AI code completion and agent mode inside VS Code, JetBrains, Neovim and the GitHub web UI.
Why here: Free tier covers a whole class; teacher Pro is free. Assessment design has to change around it.
GitHub for Education
A comprehensive platform offering free tools, resources, and programs for students and educators to build real-world technical skills, collaborate on projects, and develop professional portfolios. Best for: Access to…
Google (Gemini Pro)
A multimodal AI assistant integrated with Google Workspace, capable of summarizing Docs, analyzing Sheets, and generating or outlining Slides. Can be paired with Veo 3 for high-quality video creation within the Google…
Google Colab (Gemini features and Data Science Agent)
Free hosted Jupyter notebooks with GPU access, Gemini code assistance and a natural-language data science agent.
Why here: Notebook-level AI disable is the most practical integrity control in this directory.
IBM Bob
Bob is IBM’s AI-powered development partner that lives inside a developer’s IDE, helping students write code in plain English, review code in real time, and learn the same AI-assisted workflows professional development…
IBM Skillshare
A free, self-paced learning pathway from IBM that introduces artificial intelligence concepts, tools, and real-world applications through interactive courses and digital credentials.  Best for: Building foundational AI…
INTEL (AI Education)
A comprehensive initiative from Intel focused on integrating AI into teaching and learning through curriculum resources, workforce pathways, and educator support programs. It emphasizes personalized learning, automation…
Julius AI
Conversational data analysis that runs Python on uploaded spreadsheets and returns charts and statistics.
Machine Learning for Kids
A website to teach machine learning concepts
Microsoft CoPilot
An AI assistant integrated across Microsoft 365, supporting document summarization, email drafting, and data analysis within familiar school workflows. Best for: Quick drafts, meeting summaries, and extracting insights…
NVIDIA
A suite of educator-focused programs from NVIDIA that provide hands-on AI, data science, and accelerated computing training, along with ready-to-use teaching kits, curriculum, and access to GPU-powered labs.  Best for…
NVIDIA DLI Teaching Kits and University Ambassador Program
Free downloadable AI and data-science course kits plus instructor certification to deliver DLI workshops.
Why here: Free curriculum plus GPU credits, which is the barrier that normally stops CC AI courses.
OpenAI for Education
A versatile AI assistant for lesson planning, rubric creation, parent communication, accommodations, and role-play scenarios. Can be paired with Sora (OpenAI’s video generation tool) to create short lesson clips and…
Raspberry Pi AI Lessons and more
Free resources for teachers to deliver AI and machine learning sessions in your classroom, including lesson plans, slide decks, worksheets and videos
Replit
Browser-based IDE with an AI agent; no local install, works on Chromebooks and locked-down lab machines.
Why here: Removes the install barrier entirely — but the education tier no longer exists.
Stitch (Google Labs)
An AI-powered “vibe design” tool that transforms natural language ideas into high-fidelity UI designs and interactive prototypes for apps and websites. It allows users to move from concept to visual interface—and even…
Teaching Machine Learning
A website to teach Machine Learning Concepts
Wolfram|Alpha Pro and Wolfram AI Assistant
Computational engine with step-by-step solutions, plus a notebook AI assistant that generates verified code.
General-purpose tools that work in any discipline (16)
Nothing here is specific to Computer Science. They are listed once, in every discipline, so the section above stays about the tools that actually are.
Adobe
Boost classroom and career success with Adobe solutions for education. From critical thinking and creative problem-solving to communication and collaboration, Adobe’s creative apps, PDF tools, and responsibly developed…
Beautiful.ai
Presentation tool whose slides auto-adjust layout as content changes, free for a year to verified students.
Brisk Teaching
Chrome extension layering feedback, leveling and lesson tools onto Google Docs and the browser.
Canva Magic Studio
An AI-powered design suite for creating slides, handouts, posters, infographics, and quick visuals using ready-made templates and smart layout tools. Best for: Visual lesson materials, anchor charts, and classroom…
Diffit
Generates leveled versions of a reading passage with vocabulary and comprehension questions.
Gamma.app
Gamma is an AI-powered tool for creating presentations, documents, websites, and visuals fast, with polished design, easy sharing, and exports.
Gemini Notebook (formerly NotebookLM)
Source-grounded research assistant that answers only from documents you upload, with citations back to the text.
Grammarly (with Authorship)
Writing assistant with grammar and clarity feedback, plus Authorship, which logs how text entered a document.
MagicSchool AI
Teacher-facing generators for lesson plans, rubrics, IEP support and family communication, plus student tools.
Napkin AI
Turns written text into editable business diagrams, flowcharts and visual frameworks.
Otter.ai
Real-time transcription and meeting notes with speaker labels and searchable transcripts.
Perplexity Comet
AI browser with a built-in assistant that reads, summarizes and acts across open tabs.
Perplexity for Education
An AI-powered research assistant that provides cited sources and organized collections, making it especially useful for current topics and rapid topic overviews. Best for: Unit background research, current events, and…
PlayLab AI
PlaylabAI is a 501c3 nonprofit organization devoted to creating a future where educators and students around the world have the agency to not just use AI, but to shape it. On their terms. As part of a global community…
Read&Write (Everway)
Literacy support toolbar with text-to-speech, word prediction, picture dictionary and vocabulary tools.
Universal Access Bot (Accessibility)
An AI-powered accessibility assistant built in Playlab that helps instructors adapt course materials to be more inclusive, readable, and aligned with Universal Design for Learning (UDL) principles. Best for: Improving…
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