Devpost
Participate in our public hackathons
Devpost for Teams
Access your company's private hackathons
Grow your developer ecosystem and promote your platform
Drive innovation, collaboration, and retention within your organization
By use case
Blog
Insights into hackathon planning and participation
Customer stories
Inspiration from peers and other industry leaders
Planning guides
Best practices for planning online and in-person hackathons
Webinars & events
Upcoming events and on-demand recordings
Help desk
Common questions and support documentation
Sort by:
Open an issue and walk away: GitLab Duo agents plan, code, test, review and ship it, and a policy gate decides what may merge without a human.
An Agentic Vision safety supervisor bridging OpenCV 5 spatial tracking with AWS Bedrock to autonomously detect, reason about, and mitigate industrial hazards in real time.
A webcam system that counts and labels items on one shelf, with a live inventory dashboard.
A private, on-device audit of your NAS that finds exposed secrets, ID scans, renewing contracts, invoice overcharges and duplicate bloat, ranked by severity.
GitLab Duo agents turn a one-line data request into a tested, governed dbt model.
Show a workflow once. An agent takes it over and checks every step with OpenCV 5, on AWS Lambda (Graviton). It asks a human whenever the screen does something the demonstration didn't.
Live performance benchmark proving OpenCV 5 on AWS Graviton (via the Cloud-Optimized OpenCV Library, COOL) delivers materially better fps-per-dollar than stock OpenCV on comparable x86 builds.
An agent uses OpenCV 5 evidence to authorize and verify simulated garden-robot tasks on AWS.
Autonomous video-to-bug archaeology and self-healing engine that reverse-engineers screen recordings into deterministic AST coordinates, Playwright reproduction tests, and verified 1-click diffs.
Mutation testing for your on-call: every merge request proves that each outage it could cause is caught, and a GitLab Duo flow drafts a repair when it isn't.
Explainable AI-powered video inspection that detects visual anomalies in real time with evidence-driven analysis.
A night watch for apps whose builders moved on: every night it breaks its own app on purpose, a GitLab Duo flow drafts the fix, a human approves, and only a passing re-drill turns it green.
This app takes a document, like Medicaid emails, translates it into Spanish, then highlights key relevant information, such as dates, contact information, and purpose of the communications.
NexusDocs is an AI-powered secure document platform that uses smart search, RAG, encryption, and access control to simplify document management while protecting sensitive data.
A GitLab Duo–powered software evolution engine that simulates possible futures, transfers causal intelligence across systems, and autonomously engineers, secures, and verifies software at scale.
What if a farmer could get information at the palm of their hand predicting how much production a piece of land is worth?
An AI agent that fixes failing GitLab pipelines, while a human approves production.
Saathi helps Nepali-speaking patients complete clinic forms by voice, translating answers into English and explaining consent in Nepali. Your voice, your language, your care.
E.D.I.T.H. Pro — Not just an AI, your personal intelligent assistant that listens, learns, thinks, and acts, with proactive voice-powered assistance and contextual memory.
Track astronomical anomalies and learn how to discover new planets with AI
An AI-assisted exam system for small private tutors for quality education. When mass students handled by one teacher, most get ignored. The goal is to help teachers teach better and students improve.
Match analysis for Nigerian clubs with no analyst: a coach report from a fixed 3-camera rig, plus OpenCV 5 on AWS turning each moment it flags into watchable video.
Repo Referee turns a group assignment and its grading criteria into fair GitHub tasks. Close an issue and the dashboard follows by itself. No board to update by hand.
Hackathon judging without the chaos: unified submissions, simultaneous judges, AI-assisted feedback for every project.
