guides
32 articleshackathon guides for builders
how to pick an ai hackathon, win it, read the prize split, follow ai rules and turn the build into a job, grant or bounty. each guide links the sources it quotes.
01Beyond Tokenmaxxingmore notes soon.02What Is a Hackathon, Really?A hackathon is a timed build event: MLH defines it as students building an app, website or game in a short window. Know what you submit before you commit.03First Hackathon ChecklistA first hackathon checklist should be boring: read the rules, pick one demo path, start the submission early, leave time for video and repo. Rules first.04AI Hackathon ChecklistMLH requires credited AI and LLM use and rejects reskins of existing AI tools. Put that first, then draft the submission early and ship a runnable demo.05How to Build a Hackathon TeamOpportunity Hack data: hackers who register with a team submit at 39.7 percent, solo hackers at 9.8. Pick team size, roles and a submission owner first.06Hackathon Ideas for BeginnersHackathon ideas for beginners are small, visible and demo-friendly. Devpost winners recommend 2 to 3 must-have features; shrink until one team ships it.07AI Hackathon Project IdeasAI hackathon ideas that win are not generic chatbots. AgentHacks 2025 tracks named agentic workflows, memory and AI safety; tie AI to a painful workflow.08What Devpost Winners BuildDevpost winner pages expose real constraints: prompt fit, demo shape, stack, category. PartyRock drew 7,660 participants; copy the pattern, not the code.09How to Win a HackathonHow to win a hackathon: rubric fit, a narrow demo path, visible tradeoffs. Devpost judge Karen Bajza-Terlouw checks requirements first; many teams miss it.10Hackathon Judging CriteriaHackathon judging criteria tell you what proof to build. Devpost says check eligibility, required tools, URLs and demo limits first; a private repo loses.11Hackathon Demo GuideA hackathon demo has to show the working path, the hard part and why it matters. TechCrunch's order: set the scene, demo the build, close on the dream.12Hackathon Pitch ScriptA hackathon pitch script fits one page: problem, before state, trigger, aha moment, close, per AngelHack. Cut every feature the judges will never see.1348-Hour Hackathon PlanA 48 hour hackathon plan by the clock: rubric and team by hour 2, skeleton by hour 12, hard part proven by 32, scope frozen at 44, submit before 48.14How to Use Hackathon MentorsHackathon mentors help when you bring a concrete decision. Ask about rules and sponsor tech first, per Devpost's requirements, then let them cut scope.15Fake Hackathon Prize Red FlagsA fake hackathon shows up first in prize language: AgentHacks 2025's $15,450+ pool mixed cash with credits and office hours. Read each prize as payout.16Hackathon Prize Money: Cash, Credits, TripsHackathon prize money is rarely one check. Google Cloud's Rapid Agent Hackathon split $60,000 into six partner pools, $5,000 for first. Read the split.17Best AI Hackathons 2026Best AI hackathons 2026 is not a prize ranking. Google has run 25+ Devpost hackathons reaching 160,000 developers; compare ecosystem depth and track fit.18Remote Hackathons GuideRemote hackathons fail differently: team formation, async decisions, proof-heavy submissions. Opportunity Hack saw completion recover to 30 to 40 percent.19Solo vs Team HackathonsA solo hackathon can work, but Opportunity Hack reports solo hackers finish at 9.8 percent versus 39.7 for teams. Decide by scope before you register.20Hackathon Tools 2026: Winner StacksHackathon tools should make the demo path boring. Winner stacks: Azure AI Agent Service (RiskWise), gpt-oss plus Ollama (RoboChef). Cut what demos hide.21Hackathons for Jobs: Turn a Build Into ProofHackathons for jobs work when the project becomes proof. Opportunity Hack: alumni convert at 42 percent versus 24.6 for first-timers. Keep repo and demo.22Hackathon AI Rules and Cheating ChecksHackathon AI rules exist so judges know what you built. MLH requires credited LLM use and rejects reskins; AI ATL required repos created inside the window.23Online vs In-Person HackathonsOnline vs in person hackathon changes team formation, judge attention and finish rates. MLH allows about one digital event per weekend; pick by constraint.24ETHGlobal vs Devpost vs DoraHacksETHGlobal, Devpost and DoraHacks differ: ETHGlobal is a curated event network with 70,000+ developers, Devpost the broad submission layer, DoraHacks BUIDL.25Devpost Submission GuideA Devpost submission guide starts with eligibility. Devpost lets you draft from My Projects and edit until the deadline; start early, save time for video.26AI Agent Hackathons: What Wins NowAI agent hackathons reward systems that do work. Microsoft's 2025 event drew 18,000+ registrations and 570 submissions; winners showed tools and control.27Web3 Hackathons GuideWeb3 hackathons test whether you can use a chain, wallet, protocol or agent stack on deadline. ETHGlobal has onboarded 70,000+ developers; touch the chain.28What Hackathon Organizers SeeHackathon organizer judging is logistics: Microsoft's AI Agents Hackathon had 18,000+ registrations but 570 submissions. Reduce organizer risk.29AI Jobs From Hackathon ProjectsAI and ML jobs come easier with hackathon proof: Jake DiBattista's MLB hackathon win led to a live Google Cloud Next demo. Write the case study now.30Bug Bounty vs HackathonBug bounty vs hackathon: bounties pay for reproducible vulnerability reports (HackerOne's model); hackathons pay for time-boxed builds. Pick by scope.31AI Project Grants After HackathonsAI project grants are easier to pitch with hackathon proof: repo, demo video, judge feedback. Ask for one concrete milestone; keep the budget boring.32Remote AI Jobs From Hackathon ProofA remote AI jobs portfolio must explain itself without you in the room: project page, repo, demo video, README, tradeoffs. Remote hackathons are the drill.