Sam-kash

Sentinel is an autonomous, self-healing Site Reliability Engineering (SRE) multi-agent swarm built over the Google AI stack to defeat production downtime. When a microservice encounters a critical failure, an automated Watcher Agent captures the metrics and logs, passing them to a Diagnosis Agent (Gemini 3.5 Flash) for granular root-cause analysis. The pipeline then triggers an Actor Agent using antigravity-preview-05-2026 to provision an isolated, stateful cloud sandbox environment that safely runs diagnostic tools and executes real out-of-band network remediations to bring the target app back to health. Finally, a Postmortem Agent documents the lifecycle, utilizing high-throughput asset models (Imagen) to instantly generate visual topology flowcharts and video orchestration layers (Gemini Omni Flash) to compile motion replays for stakeholders. The Video is uploaded , you can have a look , Thank you