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Turn a suspected scientific machine-learning shortcut into executable negative controls that reveal what a model learned and what it merely exploited.
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.
Meet NexusMind: your personal AI research analyst. Instead of just chatting, it uses Nemotron-340B and Nebius to actually plan out complex workflows, scrape data, and get real work done for you.
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.
An on-call training simulator: fix a fake outage under time pressure, get coached by NVIDIA Nemotron on Nebius, then stress-test your recovery plan against the condition that breaks it.
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.
Your Photo Editing Assistant
A personal AI on Nemotron 3 Ultra: your private appointments reach the cloud as a bare label, with no details and no date, and one click checks it.
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.
