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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.
Shipping is day one. Upgrading is every day after. One GitLab comment upgrades the InvenTree you already run, rehearsed on a copy of your real data before production moves.
Earn from your spare GPU. Use open models for less. Moonlight sells the idle VRAM on your PC through one OpenAI-compatible API.
Preserve family recipes in the voices of the people who made them. Cook hands-free from their real clips, and share the dishes with your community.
The real NVDA screen reader inside GitLab CI: an accessibility fix fails until NVDA is heard saying the right words.
AI agents can buy things but can't safely hire each other. Rent-A-Bot holds the buyer's money as a PayPal authorization, lets tests decide what was delivered, and captures only that.
Every database upgrade gets a dress rehearsal on an aged, running install, the way self-hosters upgrade. A GitLab Duo flow fixes what fails; data decisions stay with the maintainer.
A pipeline that ships with no human, picks the cleanest place and half hour to run in, reports its own carbon, and repairs itself. Any project can switch it on from the Catalog.
GitLab Duo agents take each new release of an open-source app into our patched fork, fix what breaks, and ask one person to approve.
AI that spots an attack on CCTV, dispatches help over iMessage and warns everyone nearby, even offline.
Giving people the power to build community and bring the world closer together!
An AI pillow that learns your baby's movement pattern while you sleep, and tells you the night it changes.
Decide with the record, not the room.
Most AI-image detectors work great in the lab but fall apart the moment an image is compressed or blurred. We built a dual model that holds up and stays fairly accurate at 85% or higher.
Archbro-WebMCP lets AI agents build and evolve projects through structured website tools—not clicks. They read architecture and tasks, preserve stable plans, or propose changes for human approval.
Proteus migrates an enterprise application's cryptography to post-quantum standards on its own — then proves it, with a running sandbox and nine tool-established checks. Not a scanner. An engineer.
Your Job Searcher is a 4-agent autonomous AI on GCP that finds matching jobs, writes Gemini 3.5 cover letters, audits with Gemma, and pushes ready-to-send drafts directly to your Gmail.
A human-centered AI ecosystem for vocal therapy, dental health literacy, and medical collaboration.
IMCI decision support that works where the internet doesn't.
Clusius doesn't just suggest migrating to Arm — it migrates, self-optimizes, and proves it live on real hardware: 4x the throughput, 1/4 the cost, zero mocked numbers.
RippleX doesn't just flag risky schema changes - it fixes them: reads DataHub lineage, rewrites SQL, opens real PRs, proves correctness live, then writes assertions and playbooks back into DataHub.
The AI that remembers how your company actually works — evidence-backed answers inside Slack.
Sahaay — Hindi for "support" — makes any Slack workspace fully usable for blind, low-vision, and deaf teammates. Automatically.
An AI-powered customer service agent that provides 24/7 support, answers customer questions instantly, captures qualified leads, and automates business communication using Google Gemini
