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News
Store Load Reordering: x86 vs ARM64, and the Bug Intel Was Hiding
18+ hour, 59+ min ago (366+ words) Here is a bug report that keeps recurring, in different words, every time a team moves to ARM: "the same code works on our Intel CI and on the developers' older MacBooks, but it corrupts data / deadlocks / returns impossible values…...
WebSocket Telemetry at Scale: When One Process Isn't Enough
1+ day, 2+ hour ago (126+ words) [ EXECUTIVE TEARDOWN // TL;DR ] Scaling real-time is not about a faster socket. It is about making sure each event travels exactly as far as it needs to — and no further. For the single-server fundamentals and the React consumption side, see…...
Model IoT Data Before You Store It: Device, Measurement, Timestamp
2+ day, 8+ hour ago (284+ words) When an IoT payload lands in a database, it is tempting to focus on the value first. 72.4... Tagged with iot, database, dataengineering, opensource....
Bitemporal CIEDE2000 Calibration: Event-Sourced PostgreSQL Queues and Low-Latency SSE Telemetry for Shadow’s 24fps Multimodal Synthesis Core
2+ day, 15+ hour ago (274+ words) Bitemporal CIEDE2000 Calibration: Event-Sourced PostgreSQL Queues and Low-Latency SSE... Tagged with saas, ai, architecture, devops....
Processing Heterogeneous IoT Logs with Fluent Bit and Elasticsearch
2+ day, 19+ hour ago (762+ words) The full configuration example is available on GitHub. Home automation systems tend to generate a surprisingly heterogeneous collection of logs and measurements. In this project, most data originates from Domoticz, but additional information is produced by ESP8266/D1 devices, alarm scripts, monitoring…...
Healthcare Platform development
2+ day, 19+ hour ago (215+ words) Excited to begin sharing my journey as a full-stack developer focused on healthcare platform development. I’m currently building my skills with Python, Django, FastAPI, React, JavaScript, SQL, and cloud technologies while exploring secure APIs, healthcare data privacy, AI-powered tools, and…...
Why My IoT Data Quality Misses the Mark Before ML Processing
2+ day, 21+ hour ago (530+ words) One of the main problems with IoT data quality is sensor drift. Over time, sensors deviate from their initial calibrated states, leading to inaccurate data. In an ideal lab, constant recalibration is an option, but with devices spread across different…...
Architecting Low-Latency RFID Telemetry & Real-Time Event Dashboards
4+ day, 5+ hour ago (861+ words) Building systems that manage 30,000+ attendees at modern mega-conferences involves edge synchronization challenges standard web stacks rarely encounter. When thousands of participants hit entrance gates simultaneously, badge validation, zone permissions, and foot-traffic telemetry cannot tolerate remote cloud round-trips or intermittent venue…...
Delivery Map Presence at Scale: A 4-State Room Lifecycle for Trusted Event Flow
5+ day, 7+ hour ago (539+ words) Short answer: use a room lifecycle with explicit token scope, presence state, and recovery rules; pick the realtime API that makes those boundaries visible instead of hiding them in a client SDK. For an e-commerce delivery tracking map, “online” is…...
Networking Foundations for Modern Edge & IoT Systems
5+ day, 13+ hour ago (396+ words) Even though networking fundamentals are often taught at the early stages of a tech career, their... Tagged with architecture, infrastructure, iot, networking....