C

cloud-run

Supervised DevSecOps gate for MCP tool servers: 9-stage GitLab pipeline + GitLab Duo agents + Cloud Run detonation canaries + Gemini on Vertex AI sign-off brief. GitLab Transcend Hackathon.

Supervised DevSecOps gate for MCP tool servers: 9-stage GitLab pipeline + GitLab Duo agents + Cloud Run detonation canaries + Gemini on Vertex AI sign-off brief. GitLab Transcend Hackathon.

Romanian answers that are cited or refused: four gates on every answer, deployed to Google Cloud Run by a GitLab pipeline with candidate checks, automatic rollback and a production monitor. Live: https://ro-cited-210002791432.europe-north1.run.app

Offbrief — production traffic is the only witness your agent didn't write. A runtime behavioral evidence gate for agent-made changes to a synthetic demo API: three-way traffic replay, per-run honeytoken markers and a canary. Synthetic data only.

Spanish tense? Conquered. 🏛️ VozViva generates native-speed audio for every conjugation across 20+ tenses, caches it all in your browser, and lets you download entire tense packs as MP3.

React 19 · Gemini TTS · Zero auth, just verbs.