Google Cloud Rapid Agent Hackathon 2026 · Track: GitLab · Demo-ready at /?demo=true

GitPulse

GitLab security workspace

Shared GitLab authentication

Sign in, choose a project, set permissions

Use one GitLab OAuth session for the guided demo and the real-code scanner. Pick a project and decide whether GitPulse can only scan or also create reviewable MRs.

Checking OAuth

Choose what GitPulse can access: your GitLab identity, project list, repository files, and optional MR creation. Tokens stay server-side.

Guided demo workflow

Explainable fixture scan

Use the prepared security fixtures to show the agent flow, then create a GitLab MR in the selected authenticated project.

Security console

Vertex AI + GitLab API
Triage Exploit analyst Patch plan Sandbox MR author
Live GitLab Repo: Jiawen007/gitpulse-gitlab · Scan Fixture:
>> GitPulse Security Engine online through Vertex AI in gitpulse-gitlab-2026/global.
>> Live GitLab API evidence is checked before every grounded audit brief.
>> Press [Run audit] to trigger the multi-agent security pipeline.
File viewer: src/auth.js 
Select a file and execute an audit to display source code...

Findings

Evidence, impact, and remediation

No issues indexed

No active findings yet. Run a scan to audit source files.

Real GitLab Repository Mode

Real-code security scanner

Sign in with GitLab, choose a project, and GitPulse validates Gemini-guided findings against real files.

Model: Vertex AI gemini-3.5-flash
Loading real GitLab repository summary...
Vulnerability packs deterministic validation + Gemini review
Plan output

Connect GitLab and choose a project, then create a Gemini scan plan.

No issues indexed
No real-case findings yet. Connect GitLab, select a project, and run a real-code scan.

GitLab diagnostics

GitLab MCP capability matrix

Unlike competitors who use customized scripts, GitPulse utilizes the official GitLab MCP protocol:

tool_read_file Checking repository access
tool_write_file Waiting for MR scope
tool_create_branch Waiting for MR scope
tool_create_merge_request Waiting for MR scope

Live verification checks

Verifiable proof for DevOps hackathon evaluation:

Current GitLab OAuth session: CHECKING
GitLab MCP connection: CHECKING
Vulnerability Scanner (Gemini): CHECKING
Sandbox CI Verification Pipeline: NO_SCAN
Multi-Agent Pipeline: READY
Generated Regression Tests: READY
Live GitLab API Evidence: CHECKING

Submission compliance notes

Designed for Google Cloud Agent Builder, Gemini, and the official GitLab MCP server. Keep the public repository free of disallowed assistant dependencies and include judge-verifiable setup notes before submission.