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A website health check for small businesses, run by a GitLab Duo night shift: one issue in, and agents plan, code, review, fix, release and monitor it to production. No human in between.
An AI night-shift front desk for small inns. When a typhoon grounds every flight, Gemini finds the stranded guests and PayPal invoices close the loop, with a human approving every dollar.
One bad push breaks the build and pins a vulnerable dependency — GitLab Duo's Fix flow diagnoses it, posts the fix, and the pipeline goes green; Duo's SAST resolution then fixes a real eval-injection
When a password leaks, GitLab kills it, replaces it, and proves it.
Code generation is solved. Fire Drill answers the next question: do the checks you rely on to ship actually work?
GitLab Duo fixes your broken pipelines. My governance agent checks every fix against safety rules, asks a human in Slack when it's risky, and verifies it works.
Rediscover your family's trips and outings. Photos never leave your NAS; you approve the timeline and optional albums.
Every model gets a merge request: CI judges a retrained model with published rules, a GitLab Duo flow writes its model card and opens the MR, and a person merges to promote it.
BUILT FOR PRIVACY, RELIABILITY, SIMPILICTY
An autonomous coding agent that takes a GitHub bug to a verified pull request, powered by NVIDIA Nemotron on Nebius.
Compare the failure before blaming the change: GitLab Duo selects authorized checks; deterministic BASE/HEAD replay shows whether the observed CI failure is new, pre-existing, worse or inconclusive.
A GitLab Duo flow of 3 agents (Scanner, Fixer, Reporter) that finds hardcoded secrets in merge requests, masks them, and posts fix suggestions.
Forward is the trust layer for AI-powered software change. GitLab Duo turns risky upgrades into proven releases, while independent gates and human approval keep production safe.
GitLab Duo agents that catch, explain, and fix web accessibility barriers in every merge request. Fixed 8 of 8 planted barriers and 75 of 76 real ones in popular open-source templates.
When the National Weather Service warns your area, Stormproof load-tests your outage map at storm traffic, scales it up and freezes risky deploys, with GitLab Duo agents running the storm.
Your phone is the remote for your laptop — now it can also approve what your laptop pays, with an AI that parses and a human that says yes.
Grade MCQ answer sheets from a phone photo. An OpenCV 5 agent on AWS Lambda re-checks what it can't see, asks for retakes, and lets the teacher approve every grade.
An offline purchase, a transfer and a retried salary should still describe one household budget. Follow the real transactions through a repair that stops duplicate income.
AI disclosure, checked before merge and signed before deploy.
Agents propose, deterministic gates decide. AegisFlow automates post-code release assurance for AI-written software using cryptographic Passports and fail-closed GitLab CI/CD.
a supply-chain attack gate inside your GitLab pipeline.
A pre-merge authorization gate for multi-agent GitLab workflows: five Duo agents investigate, CI decides, humans approve. Trust failures become visible before merge.
Autonomous local-first 4K footage curator on UGOS that eliminates bad takes and generates rough-cut EDL timelines for DaVinci Resolve and Premiere Pro.
Acceptance criteria that keep running after release. GitLab Duo agents turn each issue's promises into live contracts that gate releases and catch production breaking them.
