Khafre SAR full‑stack update
A Mar 27 Khafre SAR Project update highlights modern full‑stack patterns: real‑time data ingestion, WebSockets or serverless event architectures, and IoT integration—ideas directly reusable for portfolio projects demonstrating production thinking. The video suggests stacks like React + FastAPI and cloud deployments with CI/CD for end‑to‑end demos. (youtube.com)
The Khafre SAR Project’s March 2025 disclosures were led by Corrado Malanga, Filippo Biondi and Armando Mei and were first publicized in a March 15–16 press release and follow-up abstracts catalogued on SSRN. (ssrn.com) (papers.ssrn.com) A March 27 project update was published as a dedicated video at that frames the SAR outputs as material suitable for end‑to‑end demo pipelines. (youtube.com) A ready-made production scaffold that matches the update’s full‑stack direction is the official Full‑Stack FastAPI template, which bundles FastAPI backend, React frontend, SQLModel/PostgreSQL, Docker and GitHub Actions CI/CD in a single repo. (github.com) FastAPI’s own documentation documents first‑class WebSocket endpoints via Starlette and recommends external brokers (e.g., Redis) for cross‑worker fan‑out when scaling persistent WebSocket connections. (fastapi.tiangolo.com) Open repos and tutorials that implement the real‑time patterns discussed in the update include a FastAPI WebSocket Pub/Sub library (permitio/fastapi_websocket_pubsub) and a production‑oriented realtime processor repo (koloss777/fastapi-realtime-processor) that show Redis pub/sub, Docker setups, and Prometheus monitoring. (github.com) For ingesting sensor or satellite streams and building serverless processors like those hinted at in the update, AWS IoT Core provides an MQTT device gateway and quick‑start device tutorial (15–20 minute quick connect), while AWS EventBridge + Lambda workshops show how to route and process events in a serverless event bus. (docs.aws.amazon.com) (catalog.workshops.aws)
