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GitLab Transcend Hackathon

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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

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Sankofa
Sankofa

Three GitLab Duo agents that use Orbit's knowledge graph to show blast radius before you merge, onboard devs instantly, and trace vulnerabilities to every exposed endpoint.

Winner Winner
Roger Kor
1 0
Stayed Shipped
Stayed Shipped

The survival ledger for AI-authored code. Everyone measures whether a change is risky before it merges; Stayed Shipped measures whether it survived after.

Winner Winner
Nick Sawinyh
0 0
Carver - The migration-quoting agent
Carver - The migration-quoting agent

Carver is a GitLab Duo agent that quotes a legacy migration from your Orbit dependency graph.

Winner Winner
Anes Mulalic
0 0
Marshal - Autonomous Migration Assistant
Marshal - Autonomous Migration Assistant

Orgs don't fail to start migrations — they fail to finish them. Marshal drives every repo to a terminal state on GitLab Duo: discover the fleet, land real MRs, chase every straggler.

Winner Winner
Jyothsna Ashok
1 0
CrossCut
CrossCut

Run What Matters !!

Winner Winner
pritesh kumar Rahul Gunwani
3 0
OrbitWeaver
OrbitWeaver

Eliminating the AI "blast radius" blindspot with autonomous, graph-driven architectural migrations.

Winner Winner
Aryan Rajput
1 1
Transcend
Transcend

A semantic reasoning layer (W3C stack) on top of GitLab Orbit — transcending beyond multi-hop blast-radius and other Orbit's native APIs by federating with other knowledge graphs like Wikidata.

Winner Winner
Adrianna Janik
0 0
Universal Agent OS
Universal Agent OS

A consultation-first governance framework giving AI coding agents strict boundaries and collective memory.

Winner Winner
Mehmet Aydoğan
0 0
Bus Factor Oracle
Bus Factor Oracle

Knowledge concentration risk is invisible until a person leaves. This agent tells you which parts of your codebase are only known to one person.

Winner Winner
Matthew Gaiser
0 0
Ground Truth and MR
Ground Truth and MR

Expose the gap between what a codebase looks like it is, and what it actually is, based on real dependency and coupling data from the GitLab Orbit knowledge graph.

Winner Winner
Tejash M Kumar
0 0
ArchaeologistAI — Code Archaeology Agent
ArchaeologistAI — Code Archaeology Agent

Stop digging through commits and merge requests. ArchaeologistAI explains why code exists in seconds.

Winner Winner
Vinay Reddy
1 0
Documentation helper Agent
Documentation helper Agent

A GitLab Duo AI Agent built for the GitLab Transcend Hackathon, designed to automatically generate clear documentation for any GitLab project.

Winner Winner
Esther S.
0 0
Merged MR: feat(code-graph): add Elixir language support
Merged MR: feat(code-graph): add Elixir language support

On the Contribute Track, I have submitted this merge request !1694 which closed this eligible hackathon issue: #766 on adding Elixir language support to the v2 code indexer.

Winner Winner
MatthewOscar Wyatt
0 0
MR on GitLab Orbit (Knowledge Graph)
MR on GitLab Orbit (Knowledge Graph)

Added CONTRIBUTING.md to the GitLab Orbit repository, a missing onboarding entry point for new and community contributors.

Winner Winner
Image
0 0
Contribute Track @gkepas
Contribute Track @gkepas

Contributions to the orbit/knowledge-graph repository.

Winner Winner
Giannis Kepas
0 0
GitLab Orbit code-graph test fixtures
GitLab Orbit code-graph test fixtures

A focused integration fixture that locks in GitLab Orbit's code-graph extraction for C# structs, so regressions can't slip through CI unnoticed.

Winner Winner
F300 A
0 0
Merged MR: test(code-graph): Java 17 additions
Merged MR: test(code-graph): Java 17 additions

On the Contribute Track, I have submitted this merge request !1677 which closed this eligible hackathon issue: #738 on additions towards Java 17 sealed interface and permitted class fixture.

Winner Winner
MatthewOscar Wyatt
0 0
docs(skill): add prerequisites to SKILL.md
docs(skill): add prerequisites to SKILL.md

Adds a prerequisites section to SKILL.md so first-time users and AI agents can reach a working Orbit setup without hitting setup errors when running skill recipes.

Winner Winner
Image
0 0
Merged MR: fix(docs): clarify that avg() works on numerics
Merged MR: fix(docs): clarify that avg() works on numerics

On the Contribute Track, I have submitted this merge request !1643 which closed this eligible hackathon issue: #655 on fixing documentation about the avg aggregation function.

Winner Winner
MatthewOscar Wyatt
0 0
Orbit Compass
Orbit Compass

From ticket to first commit in seconds. A GitLab Duo Custom Agent that uses Orbit Graph Intelligence to map dependencies, rank codebase hotspots, and prescribe your first code change.

Winner Winner
Arpit Tripathi
1 0
Contibution Track
Contibution Track

Contibution Traclk

Winner Winner
anush krishna v
0 0
Contributions to GitLab Orbit codebase
Contributions to GitLab Orbit codebase

Made contributions to the GitLab Orbit codebase, solving two orbit::hackathon labelled issues.

Winner Winner
Priyansh Garg
0 0
Evidence-First Reviewer
Evidence-First Reviewer

Turns GitLab Orbit into an audit layer for AI code review: every claim backed by a runnable graph query, returned rows, and an explicit evidence scope. Don't trust the review — re-run it.

Winner Winner
ChungYi Huang
0 0
Hardening GitLab Orbit: schema, docs & code-graph tests
Hardening GitLab Orbit: schema, docs & code-graph tests

Three merged MRs that keep Orbit's context truthful - ontology schema guardrails and code-graph test coverage - plus a real data-loss bug discovered, filed, and informing the indexer's redesign.

Winner Winner
Varun Bhandari
0 0

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