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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.
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.
A visual protocol compiler that turns any human web interface into structured MCP tools, no native API needed.
An ultra-fast, autonomous multimodal AI desktop assistant bridging natural voice with real-time operating system execution.
Four lost hikers, one hunting predator. OpenCV 5 cameras feed a shared living map. Across 160,000 pre-registered simulations, sharing what each hiker sees raises escapes from 27% to 42%.
Find schemes that fit. Just by talking.
Faster vision models can silently miss objects. VisionProof tests each OpenCV speedup on labeled images, shows every lost detection, and blocks regressions before they ship.
**TasteTable**: An AI-powered group outing planner using Qloo taste data and Google Gemini. It crafts balanced, multi-stop itineraries (dinner, movies, bars) that serve everyone equally.
