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A lone CPU render bucket races a cloud render farm: a 16-second procedural Blender film about speed, made by one Python script.
AI-assisted visual regression guardian that catches UI diffs early and reports estimated CO₂ cost of failed CI runs - so teams ship safer UIs with a lighter footprint.
Automate the Pipeline. Keep Humans in Control.
RelayDesk turns customer messages into grounded, reviewable support drafts with Nemotron, Nebius Token Factory, and Tavily.
Turn inconsistent CI test results into evidence your team can act on.
Long press a bug in an mobile QA build. A GitLab Duo flow opens the fix MR, CI builds and screenshots it, and the fixed build comes back to your phone to verify, checking for store compliance.
Built so that no agent-written change reaches the default branch or production without a second signature on the exact commit.
CourtLab puts every change release on trial: GitLab Duo agents build the case, CI rehearses the rollback on real db, and only the tested build ships.
Photograph a class's handwritten answer sheets. Redpen marks every step with evidence, hands you what it can't read, and notices the student who wrote "it's too hard."
A release loop for teams with no second reviewer: it checks every deploy, opens the incident at the line, proves the fix on a preview copy of production, and closes the incident when the fix ships.
An AI agent on NVIDIA Nemotron that catches hidden inverter switch faults, runs a safe test to rule out look-alikes, and checks its diagnosis on a physics digital twin before it acts.
Plan Smarter. Prioritize Better. Achieve More
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.
Software architected at the speed of though
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.
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.
