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Autonomous agent that scans open-source bounties, writes the fix with Qwen, and submits the PR — no human input required.
One-line premise in, finished subtitled short-drama episode out — an autonomous 微短剧 studio running entirely on Qwen Cloud (Wan video + Qwen3-TTS + Qwen-Max).
QwenPipelineGuard — GitLab CI auto-diagnosis agent using Qwen Cloud + MCP. Qwen Cloud Hackathon Track 4: Autopilot Agent.
GitLab pipeline fails: the AI agent diagnoses it in ~46s, opens a UiPath Maestro Case, and routes the fix through Action Center human approval before it touches your repo.
Practice real Mandarin conversations with an AI that grades your tones in real time — and drills your actual mistakes with spaced repetition.
Turn a repo's merged PRs into searchable release intelligence — AI summaries, change-type & audience tags, and auto release notes. Vercel + AWS Aurora pgvector + Vertex AI, fully keyless.
Predict every 2026 World Cup match against a 10,000-sim model and the crowd, and climb a global leaderboard — built on Vercel + Amazon DynamoDB.
Intelligent Maestro agentic BPMN process for orchestrating pipeline failure diagnosis with AI recommendations and human approval gates.
GitLab track. Gemini 2.5 Flash + a purpose-built MCP server diagnose your failed GitLab CI pipeline and propose a unified-diff fix — autonomously, in ~46 seconds.
Observability + Best Use of MCP Server. Ask Splunk in plain English; Gemini 2.5 Flash drives Splunkbase App #7931 OR REST — both paths verified end-to-end on real Splunk + GitLab CI data.
