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:
An OpenCV 5 agent that finds trip and slip hazards, checks its own evidence, and asks a person before raising an alert.
Beyond Borders, Toward a Greener Future
A bank-grade fraud investigator whose post-code lifecycle is run by GitLab Duo agents. Humans approve; agents do the rest.
Ask Alexa+ "Can I make payroll?" and get a real answer: an MCP server that turns a small shop's bank CSV into spoken forecasts, fixes, and code-confirmed sandbox actions.
Your codebase, your rules: Cerberus checks MCP calls routed through it and screens file changes before applying them in Docker sandbox mode.
Your AI Front Desk, Always Open.
Upload your mortgage renewal letter and see what the offer really costs, what breaking early would cost at your own bank, and what to say when you call.
Push a merge request and walk away: Unspool proves the leak, GitLab Duo fixes it, and the verified fix ships to production.
Helping dispatchers avoid satellite collisions through multilingual communication and AI-assisted decisions.
A taste-aware booking agent for small venues: it reads your town's taste through Qloo and tells you which night to run next, which offer to book, and where to promote it.
Full rescue reports over LoRa radios, compressed by a tiny LLM, with the most urgent unresolved incidents kept on top, offline. AI suggests; a human approves.
AfterHours finds accrual errors across contracts, invoices, and emails, then prepares evidence-backed corrections for approval so accountants can close confidently.
An AI staff accountant that reconciles the bank and proposes entries with cited sources. A rules engine, not a prompt, decides what posts and what goes to a human.
Don’t take its word for it. Watch it.
Vigil watches every nursing-home resident overnight, learns each person’s normal, and tells a short-staffed night shift who to check next and why. Built on Tiger Data + Snowflake.
CVE to safe production, hands-off with GitLab Duo.
Proves every release can be rolled back, and when it can’t, GitLab Duo agents restructure it until it can, before it ever merges.
An OpenCV 5 agent that inspects workstation photos, corrects and re-inspects what it doubts, and escalates to a human instead of guessing — every verdict ships with evidence and a full decision trace.
AI can fix code. But who proves it's safe to ship? BOUNDARY Forge combines genuine GitLab Duo repairs, independent safety verification, and human-controlled deployment.
A free, sourced public ledger bringing transparency to every U.S. data center: its power, water and community impact, plus a 3D tour down to the transistor.
An evidence graph that shows a change’s blast radius, proves regressions with independent CI, and connects GitLab Duo’s tests and repairs to the exact code and contract they affect.
An AI-powered agent that optimizes supply chain shipments. Streamlining the process of verifying shipments.
Carbon-aware path to production, run by GitLab Duo flows
Give Ghost Trials a robot controller or AI agent and a task. Ghost Trials hunts for the conditions that break it, verifies the evidence, and checks whether your next version really fixes it.