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Ops Swarm
24 IT tickets handled by 24 parallel Nemotron agents with 21 mock tools, a thinking-mode dial and comparison runs.
Demos
Apps built on GMI Cloud
Each demo runs on the same API and compute you build with. Open one, then read the docs.
Community demos
Built by the GMI Cloud community and GMI DevRel. 49 demos, each one a small app that calls GMI inference and returns a result.
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Apply Swarm
Résumé in, live Greenhouse and Lever search, one-call triage, then parallel drafts with per-claim citation checks on Nemotron.
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Five Flashes
One bug, five thinking depths: MiniMax M3.1-Flash fixes a dashboard bug from a screenshot in five lanes, one per reasoning_effort, graded by a hidden test.
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Long Haul
A legacy billing service and a 15-page spec PDF go in; Step 5 Preview plans, reads, writes and runs tests until v2 passes with v1 still green.
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One Prompt
One feature request in, one pull request out: GPT-6.1 Sol reads a small repo, writes code and tests, runs the suite, fixes what breaks, ships a PR.
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Paper Check
Paper in, reproduction out: Gemini 4 Argon reads a math-heavy PDF, picks its numbers, implements the algorithm, runs a check and reports what reproduced.
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ForkCast
Parallel-futures decision simulator: one business question forks into three strategies, each analysed by four AI stakeholders and scored for cognitive load.