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Aareebakhizer7areebakhizer.hashnode.dev4d ago · 9 min read

Part 2 — Getting Data from Home Assistant to AWS: The HA Forwarder

Quick context if you're landing here without Part 1: I built a data platform on top of Home Assistant (the open-source smart home platform) to extract, store, and analyze smart home sensor data that w

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RMRohan Matrerohanmatre.hashnode.devAug 16 · 4 min read

Handling Schema Evolution in Contact Trace Records: Why We Added Lambda to Our Kinesis Firehose Pipeline

When building a real-time analytics pipeline for contact center data, getting the initial architecture up and running is only half the battle. Recently, we faced a classic maintenance hurdle: keeping

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RMRohan Matrerohanmatre.hashnode.devAug 15 · 7 min read

Scaling Event-Driven Architecture: Implementing Amazon Connect Outbound Campaign Enrichment with Terraform

As a Platform Engineering team, our primary focus isn't just provisioning individual AWS resources. We translate high-level application requirements into reusable, maintainable, and repeatable infrast

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CCChuck Catronsidexlabs.hashnode.devJul 27 · 7 min read

The reconnect storm that never touched the broker

There's a particular kind of 2 a.m. that only happens in fleet IoT. A slice of your devices — a few thousand of them — drop off the network at once. Bad uplink, a segment of the field going dark; the

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WPWillian Peixotowillpeixoto.devJul 18 · 12 min read

Data Streaming on AWS: Kinesis, Firehose, Flink, or MSK?

Some data can't wait. The suspicious transaction you need to block now, not tomorrow in a report. The user click that turns into a sharp recommendation if you read it on the spot, and into a missed ch

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KKkranthi kirankranthikiran.hashnode.devJun 10 · 10 min read

How We Scaled a Predictive Analytics Application to Handle 5x Volume Growth Using DynamoDB and Kinesis Data Streams

In this post, I’ll share how we transformed our Predictive Analytics Platform from an on-premises relational data infrastructure to a cloud-native NoSQL architecture, enabling us to process significan

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SPSamar Prakashsamarp.hashnode.devMay 31 · 34 min read

Stop Paying a Streaming Bus to Carry Bytes That Live for Ninety Seconds

How a shared filesystem became the cheapest, fastest outbox ever built — and why FSx for OpenZFS is the version of that idea that finally scales I was staring at an AWS bill last quarter where a singl

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SPSaksham Paliwalsakshampaliwal.hashnode.devJan 20 · 7 min read

AWS Kinesis: What It Is and Why It Exists

You're building something. Maybe it's a web app. Maybe it's an analytics dashboard. Maybe it's just a service that needs to log some events. And then someone on your team says, "we should use Kinesis for this." And you're like... what? Why? We alread...

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DSDaksh Sawhneydakshsawhneyy.hashnode.devDec 30, 2025 · 4 min read

AIOps-Driven Self Healing SRE Platform

This is not a copy-paste project.This is not a “run these commands and you’re done” blog. This project came from system-level thinking - breaking a complex problem into smaller, solvable components and stitching them back into a single, intelligent p...