Brainstorm word cloud
Terms mined today from the brief, current gallery submissions, past winning projects in related Devpost hackathons and the discussion board. Bigger = more frequent (brief and winners weigh more). Click a word to see winning projects that mention it.
AI · curriculum · experience · learn · learning · practical · accessible · plan · shower · system · traffic · assistant · community · web · helping · management · designed · students · real-world · access · resources · understand · language · multimodal · exposure · artificial intelligence · AI curriculum · hands-on · building · concepts · developed · solutions · program · support · impactful · foundation · mlempowermentfoundation · step · fundamentals · key
Past winners in related hackathons
Winner-badged projects from ended Devpost hackathons that share a theme with this one. Read a few before you pick an idea.
- SafeHer — Not just the fastest route — the safest one (Zero Origin)
- RoofGrid — Turn any rooftop into a practical, data-driven solar plan. (InfinityX Global Hackathon 2K26)
- Shower Souls — Ever want to feel how hard it is to get an SF AI Tech Bro to shower? This game will make you experience it. Spray the larper with a hose until he is clean! (Shower Hacks)
- CaptionForge — Audit, repair, and export accessible captions for online video. (Sound for All)
- Life Agent OS — Life Agent OS is an AI operating system for understanding cities and coordinating humanitarian action. (AI for Social Good: Hack with MLH & DigitalOcean)
- Rugged SystEMS — Navigating to the Unreachable. (Esri's Weekend of Innovation 2026)
- ScaleFlow — ScaleFlow dynamically scales cloud resources during traffic spikes, distributes workloads across healthy instances, monitors infrastructure, and enables automated failure recovery. (Zero Origin)
- MediAudit AI — Snap a photo of your confusing medical bill and then MediAudit AI turns it into plain English, a checklist, and the exact words to say, so anyone can question an unfair charge. (InfinityX Global Hackathon 2K26)
- BadDecisions -- Pickle :0 — The desktop assistant you never wanted xD (Shower Hacks)
- Meta-Cognitive SignBridge — Medical-grade multimodal AI platform for the DHH community—real-time sign language translation, emergency communication, and legal document accessibility powered by Gemini 3 Pro's reasoning engine. (Sound for All)
- Bedside — A zero-friction, privacy-first web app replacing the paper binder at the hospice bedside. (AI for Social Good: Hack with MLH & DigitalOcean)
- CARTograph — Chart your cart! (Esri's Weekend of Innovation 2026)
Judging criteria
Criteria as listed on the official page; weights are not stated there, so they are drawn equal. source ↗
Timeline
Submission period (from Devpost): Sep 05 - Oct 10, 2026. Deadline: Deadline: Oct 9, 2026 @ 11:45pm PDT.
How a beginner can ship
- Read the rules page
Check eligibility, team rules and what must be submitted.
- Pick one idea from the word cloud
Choose one problem and one user; cut everything else.
- Build the smallest working version
One flow that works end to end beats five half features.
- Record the demo early
Most Devpost judging leans on the video and description.
From the discussion board
Discussion 0
No discussion yet. Ask the first question or post a team-up for this competition.
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Same account as pocketplay.win (Google or username). Posting needs a Google-linked account.