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AI-Paired Coding Tools and Resources

Students and Teachers (Academics) can sign up for GitHub Education to gain access to Copilot and various GitHub Pro features (for free). Please see other recommendations below, and university-specific resources.

Tools

There are many AI coding tools with various subscription tiers and interfaces that can make vibe coding seem quite costly or intimidating. To simplify this experience, Karina and Kalindi created (with vibe coding!) a Step-by-Step interactive flowchart to help you choose the best approach for your project idea and coding experience. Follow the flowchart instructions on the Vibe Coding Party gallery website to find your ideal vibe coding setup. Additionally, see below a list of tools you could use.

Tool Free Tier Paid Tier Intuitive for New Coders Interface
Claude Code No Yes Low CLI / Terminal (with Desktop/IDE integrations)
ChatGPT Yes Yes High Web-based
Gemini / AI Studio Yes Yes Moderate to High Web-based
Lovable Yes Yes Very High Web-based
Replit Yes Yes High Web-based
Cursor Yes Yes Moderate to Low IDE-based
Local Model (e.g., Ollama) Yes No Low CLI / Local runtime
Claude (claude.ai) Yes Yes High Web-based
Gemini / Antigravity Yes Yes Moderate IDE-based / Desktop application
GitHub Copilot Yes (GitHub Student Pack) Yes Moderate IDE-based

Resource List

During our vibe coding party, we often share some awesome links and resources about vibe coding! Here, we curate this list for our community of vibe coding partygoers. Feel free to add a resource or link!

Vibe Coding Party Resources

Resource Description Category Link
Compound Engineering Plugin Plugin that helps with agent structuring, brain dumping, and vibe coding projects Agent workflows https://github.com/everyinc/compound-engineering-plugin
Freeflow Open-source local dictation and voice-to-text alternative to Wispr Flow for brain dumping Brain dumping https://github.com/zachlatta/freeflow
Hero Images Prompt Gallery Cool vibe-coded project by Dan Morris showing his initial prompt setup in the repo Inspiration https://github.com/agentmorris/hero-images
Creating & Managing ChatGPT Sites OpenAI guide on publishing, managing, and sharing web apps built in ChatGPT Tool https://help.openai.com/en/articles/20001339-creating-and-managing-chatgpt-sites
Caveman Prompt-compression tool that strips filler words to cut token costs and compute Brain dumping https://caveman.so/
Firstmate Multi-agent framework ("talk to one agent, ship with a crew") to coordinate sub-agents Agent workflows https://github.com/kunchenguid/firstmate
Claude Superpowers Agentic skills framework and plugin repo giving coding agents advanced local workflows Agent workflows https://github.com/obra/superpowers
Artificial Analysis Independent benchmarking platform comparing AI models across latency, cost, and quality Benchmarking models https://artificialanalysis.ai/

University-Specific Resources

Many universities offer AI tool subscriptions to students, faculty, and staff. Below, we provide links to those available resources from each university with students enrolled in the 2026 course:

Note

"N/A" indicates we were unable to find any resources regarding university-wide available AI tools or AI policies.

University AI tools available to students AI tools link AI policy link
Adelphi University Microsoft Copilot; Google Gemini https://www.adelphi.edu/it-services/generative-artificial-intelligence/ https://www.adelphi.edu/provost/faculty-information/faculty-support-and-development/ai-task-force/student-resources/
Antioch College N/A N/A N/A
Boston University TerriorGPT, Microsoft Copilot https://www.bu.edu/aida/ai-tools/ https://www.bu.edu/aida/guidance/generative-ai-guidelines-for-bu-faculty-staff/
Bristol Microsoft Copilot https://www.bristol.ac.uk/bilt/sharing-practice/guides/guidance-on-ai/using-ai-in-assessment/what-generative-ai-tools-should-i-allow-or-encourage-my-students-to-use/ https://www.bristol.ac.uk/bilt/sharing-practice/guides/guidance-on-ai/
Columbia University ChatGPT Education, CHAT, Google Gemini https://ai.columbia.edu/content/AI-Resources https://provost.columbia.edu/content/office-senior-vice-provost/ai-policy
Dartmouth College Dartmouth Chat https://ai-tools.dartmouth.edu/ https://policies.dartmouth.edu/policy/guidelines-using-generative-artificial-intelligence-genai-coursework
Dedan Kimathi University of Technology N/A N/A N/A
IIEST Shibpur, India N/A N/A N/A
McGill University Microsoft Copilot https://www.mcgill.ca/it/channels/news/learn-how-use-copilot-ai-module-now-mycourses-362558 https://www.mcgill.ca/it/ai/ai-guidelines
Northern Arizona University Microsoft Copilot, Google Gemini https://in.nau.edu/ai/ai-at-nau/ai-tools/ https://in.nau.edu/provost/academic-operations/resources-policies/artificial-intelligence/
Oregon State University Microsoft Copilot, Zoom AI Companion https://ai.oregonstate.edu/guidelines https://ai.oregonstate.edu/guidelines
Rensselaer Polytechnic Institute N/A N/A https://policy.rpi.edu/policy/generative-ai-policy
Southern Illinois University, Carbondale N/A https://soc.siu.edu/news/articles/08-26-2026.php https://ucomm.siu.edu/marketing-support/ai-policy.php
Tel Aviv University Google AI Pro and GCP credits https://blog.google/company-news/outreach-and-initiatives/google-org/deepening-our-ai-research-partnership-with-tel-aviv-university/ https://datascience.tau.ac.il/communities/responsible-ai
Texas A&M University TAMU AI Chat, Microsoft Copilot, Google Gemini https://www.it.tamu.edu/ai/index.html https://ai.tamu.edu/teach-with-ai/use-guidelines-and-ethics.html
The Ohio State University Microsoft Copilot, Google Gemini, and Adobe Creative Cloud https://ai.osu.edu/resources-buckeyes/approved-ai-tools https://ai.osu.edu/resources-buckeyes/responsible-use
United States International University Africa N/A N/A N/A
University of Buenos Aires N/A N/A N/A
University of California Davis Rocky AI Chat, ChatGPT Edu, Zoom AI Companion https://iet.ucdavis.edu/aggie-ai https://iet.ucdavis.edu/aggie-ai/ai-guidance
Unviersity of Exeter Amazon Quick, Microsoft Copilot, Gemini https://www.exeter.ac.uk/ai-catalogue/ https://www.exeter.ac.uk/about/strategies/enabling-ai/
University of Hawai'i, Hilo Google Gemini https://www.hawaii.edu/its/ai/ https://www.hawaii.edu/its/ai/
University of Maine ChatGPT, Microsoft Copilot, Gemini, Perplexity https://libguides.library.umaine.edu/aitools/tools https://ai.umaine.edu/ai-resources-policies-and-guidance/
University of Michigan Gemini, U-M-specific models https://genai.umich.edu/resources/tools https://genai.umich.edu/resources
University of Nairobi N/A N/A N/A
University of Regina Microsoft Copilot https://www.uregina.ca/generative-ai-hub/index.html https://www.uregina.ca/policy/browse-policy/policy-ops-080-050.html
University of the West of England (UWE) N/A N/A https://www.uwe.ac.uk/study/academic-information/artificial-intelligence-principles
Yale School of the Environment Clarity Platform, Microsoft Copilot, Google Gemini, Consensus, Beacon AI, Zoom AI Companion https://ai.yale.edu/yales-ai-tools-and-resources https://ai.yale.edu/guidance

Learn More

To learn more about vibe-coding, we recommend reading the following:

Note

This list is from the extra credit pre-reads.

  1. October Vibe Coding Party - Imageomics Edition
  2. How to vibe code in science: early adopters share their tips (Jones, 2026)
  3. Ten simple rules for effective use of generative AI for code development in environmental science (King et al., 2026)
    • King, R.A., Abowd, L., Broderick, C.W., Bradley, L., Czapanskiy, M.F., Farnisa, M.M., et al. (2026). Ten simple rules for effective use of generative AI for code development in environmental science. PLoS Comput Biol 22(8): e1014627. https://doi.org/10.1371/journal.pcbi.1014627
  4. Harnessing large language models for coding, teaching and inclusion to empower research in ecology and evolution (Cooper et al., 2024)
    • Cooper, N., Clark, A. T., Lecomte, N., Qiao, H., & Ellison, A. M. (2024). Harnessing large language models for coding, teaching and inclusion to empower research in ecology and evolution. Methods in Ecology and Evolution, 15, 1757–1763. https://doi.org/10.1111/2041-210X.14325
  5. Generative AI as a tool to accelerate the field of ecology (Rafiq et al., 2025)