agent
Apply Swarm
Résumé in, live Greenhouse and Lever search, one-call triage, then parallel drafts with per-claim citation checks on Nemotron.
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.
agent
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.
agent
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.
agent
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.
developer tools
Monorepo in One Call
A whole NestJS monorepo (450K or 1.39M tokens) in one Grok 4.6 request: cross-module answers with file paths, and the bill with its 200K price step.
agent
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.
text
Repo Digest
Paste a GitHub repo: up to 500K tokens of it go through one call chain (architecture, changelog, onboarding) with price, latency and speed tracked live.
developer tools
Haystack
A needle-in-a-haystack test: up to 800K tokens of synthetic documents in one request, and the tile the model quotes lights up.
text
ExamCoach
Upload study material, get a question bank and study notes, then take a mastery quiz until every topic hits 80%: DeepSeek V4-Flash grades free responses.