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 · agent · data · language · gpt-5 · plan · robot · system · food · ai-powered · agents · complex · explaining · environmental · intelligent · practical · assistant · natural · fraud · audio · control · loop · automated · multi-agent · compliance · security · cloud · doses · count · impact · clinical · triage · cli · helping · generation · detects · patient · information · critical · care
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.
- Orbit-ops — From Environmental Data to Intelligent Decisions. (Hackathon New Delhi: Build AI Agents)
- Second Voice — A zero-training AI communication aid that turns unclear speech from people with dysarthria into clear, confirmable sentences using GPT-5.6, then speaks them aloud. (OpenAI Build Week)
- EcoLafaek — Guarding Timor's Beauty (AWS AI Agent Global Hackathon)
- DevTool API — Make DevOps's lives better! (Cloud Native Hackathon)
- 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)
- SafeServe — Cooking meals safely through imitation learning and LTL-based verification. (Revolute Hackathon)
- RoboChef: GPT-OSS Powered Kitchen Assistant — Ask for a dish, get it done. Our GPT-OSS kitchen assistant turns natural language into robot actions, orchestrating Isaac GR00T with a live UI that tracks progress and next steps. (OpenAI Open Model Hackathon)
- Gauntlet - Go safe or go home — GAUNTLET sends adversarial AI's to attack your AI service agent with multi-turn fraud. Every breach becomes a regression test in Test Manager, OWASP-tagged and AVSS-scored. Native to UiPath. (UiPath AgentHack)
- Solar Sync — Eco-conscious mobility: Empowering you to drive greener. (Girls in Tech : Hack for the Environment)
- commutify — we are creating a travel agent (Hackathon New Delhi: Build AI Agents)
- AirBridge for Windows — AirBridge turns an AirPlay-compatible speaker into a practical wireless audio output for a Windows PC and puts a GPT-5.6 agent in the control loop. (OpenAI Build Week)
Judging criteria
Criteria as listed on the official page; weights are not stated there, so they are drawn equal. source ↗
Does the project introduce a novel idea or approach? Does the DSL solve a unique or meaningful problem? Is the concept creative and forward-thinking?
Quality and complexity of the implementation. Correctness of the parser, interpreter, compiler, or transpiler.
Is the syntax intuitive and consistent? Does the language effectively address its target domain?
Clarity of documentation. Ease of setup and usage.
Could the language be adopted or extended in real-world applications?
Developer experience and usability.
Timeline
Submission period (from Devpost): Jul 18, 2026 - Jan 14, 2027. Deadline: Deadline: Jan 14, 2027 @ 5:00pm PKT.
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.