P Pulse by EFFOMA
Release history

Changelog

From formalizing White Night's lessons in 2023 to live telemetry in production today.

LATEST v2.8 July 2026

Live telemetry dashboard

  • Live streaming telemetry dashboard for real-time ops visibility
  • Kinesis Data Firehose added alongside Data Streams for zero-ops analytics landing
v2.4 2025

Pre-provisioned capacity & remote streaming

  • Pre-provisioned capacity scheduler for event-time spikes, replacing reactive scaling
  • MediaLive / IVS integration for remote event streaming
v2.0 2024

Hot-path state split & GPU inference

  • DynamoDB + DAX / ElastiCache Redis split for hot-path state, by durability requirement
  • EKS support added for GPU-backed inference
v1.4 Mid 2023

Hybrid pre-generation engine

  • Hybrid pre-generation engine, based on Singapore Tourism Board learnings
  • User-segment clustering pre-computes ~80% of personalized content ahead of events
v1.0 Early 2023

Initial platform formalization

  • IoT Greengrass v2 fleet management for edge devices across venues
  • Kinesis-based ingestion pipeline
  • Formalized from White Night Festival 2022 field learnings