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 issue stays closed only as long as production still does what the issue asked for.
A human-supervised GitLab Duo prototype for risk-based merge-request checks, CI evidence review, and auditable fail-closed release decisions.
Agents ship through GitLab; irreversible steps need two keys (an approval and the target typed by hand), and a lighter policy only ever arrives as a reviewed merge request.
A mobile control room for GitLab pipelines and Duo repair evidence, with explicit permissions and human review.
Every merge request gets a verifiable passport, and agents fix what stops it from shipping.
An evidence-first GitLab delivery loop for a privacy-sensitive speech coaching app.
Explore a corrected match through reproducible snapshots, with the original evidence kept in view.
Inspectable diff findings, explicit skipped checks and source-bound hashes for assisted code review.
The future of keeping companies afloat to steer the ship!
AI agents that guard every data & dashboard change after the code is written — review, test, PII scan, changelog, preview — with one human approval to release.
Release evidence for a human decision: source identity, verification jobs, artifact fingerprints and staging checks connected through inspectable records.
A supervised post-code automation pipeline for GitLab
Call-to-context is a supervised agent for accountants that takes their call transcripts, identifies relevant accrual information and converts into ready schedules & journal entries.
Complete Croatian and English stories, local familiar-voice conversion, and GitLab Duo checks for the narration workflow.
Open an issue, give one Maintainer sign-off: Duo agents ship it to production within a carbon budget.
A GitLab Duo gate that checks CI on the current merge-request revision, holds stale or failed evidence, and leaves the merge decision to a person.
Release Guardian — CI Evidence Gate
Your phone is the remote for your laptop — and now five Duo agents carry everything that happens after the code is written.
Closed-loop software engineering agent powered by NVIDIA Nemotron 70B & Nebius Token Factory with real-time Tavily doc grounding.
Automation trust that is earned, not configured
CI is green, yet carton orders vanish from stock. GHOST USERS replays synthetic customer journeys on every MR, shrinks the failure to one reproducer, and only accepts a Duo fix it can verify.
A GitLab Duo Agent Platform flow that diagnoses a failed merge request pipeline, fixes it on the same branch after checking the fix locally, and leaves the merge to a human.
Two QA agents, one blind to the code, every bug machine-reproduced before a human sees it.
ISO 42001-compliant AI platform on Gemini 3.5 Pro & local Gemma 4, powering autonomous voice agents (Atlas & Jet) that run treasury ops, quant trading, and K3s infra provisioning.
