Author: Morgan Blake

machine learning

Production-Ready Machine Learning: MLOps, Monitoring, and Governance for Reliable, Responsible Models

How to Make Machine Learning Deliver Reliable, Responsible Results Machine learning projects often succeed or fail long after model training — during deployment, monitoring, and maintenance. Focusing on production-readiness, interpretability, and data governance makes models more useful, trustworthy, and cost-effective. Below are practical strategies to increase the success rate of ML initiatives. Prioritize data quality […]

Morgan Blake 
software

Observability for Modern Distributed Systems: A Practical Guide to Metrics, Logs, Traces, SLOs and OpenTelemetry

Observability has moved from a nice-to-have to a core capability for teams building modern software. As systems grow distributed, ephemeral, and dependent on third-party services, traditional monitoring that watches a handful of server metrics no longer gives the visibility engineers and product teams need. Observability focuses on understanding system behavior from the outside in, enabling […]

Morgan Blake 
machine learning

Machine Learning Model Monitoring and Observability: A Practical Guide and Checklist for Reliable Production Models

Machine learning model monitoring and observability: practical guide for reliable production models Why observability mattersMachine learning models can perform well in development but degrade once exposed to real-world data. Observability—tracking what your model is doing, how inputs change over time, and how outputs affect business outcomes—is the difference between a reliable deployment and one that […]

Morgan Blake 
tech news

Edge AI: Benefits, Use Cases, and Optimization Strategies for On-Device Intelligence

Edge AI: Bringing Intelligence to Devices and Why It Matters Edge AI — running machine learning models directly on devices rather than in the cloud — is moving beyond experimentation and into mainstream applications. With growing demand for low-latency interactions, stronger privacy protections, and lower bandwidth costs, on-device intelligence is changing how products are designed […]

Morgan Blake 
hardware

NVMe SSD Buying Guide: Choose the Right M.2 Drive for Performance, Endurance & Cooling

Choosing the Right NVMe SSD: Performance, Endurance, and Cooling NVMe M.2 SSDs have reshaped storage performance for desktops and laptops, delivering dramatic speed improvements over legacy SATA drives. Choosing the right NVMe requires balancing raw throughput with endurance, thermals, and system compatibility. Here’s a practical guide to making a future-proof choice. Key factors to evaluate […]

Morgan Blake 
tech news

USB‑C Standardization and Universal Charging: What It Means for Your Devices and the Planet

Universal charging: what USB-C standardization means for your devices and the planet The push toward a single charging standard is reshaping how people buy, use, and recycle electronics. With regulators and major manufacturers aligning on USB-C, the days of multiple proprietary chargers for phones, tablets, and laptops are giving way to a simpler, more sustainable […]

Morgan Blake 
Tech

Passwordless Authentication: Why It Matters and How to Prepare Your Organization

Passwordless authentication: why it matters and how to prepare The shift away from passwords is moving from buzzword to practical strategy. Passwordless authentication—using passkeys, biometrics, or hardware keys—reduces friction for users while delivering stronger protection against phishing and credential theft. Organizations that prepare now can improve security posture, streamline login flows, and reduce help-desk costs […]

Morgan Blake 
Tech

USB-C Buying Guide: Choose the Right Cables, Chargers, and Ports for Fast Charging, Data and Video

USB-C has become the single-most important connector for modern devices, but not all USB-C cables, ports, and chargers are created equal. Understanding the differences between data speeds, power delivery, and alternate modes helps you get faster charging, reliable data transfer, and fewer compatibility headaches. Why USB-C mattersUSB-C brings reversible plugs, higher power delivery, and support […]

Morgan Blake 
Tech

PD, PPS, GaN, Safety & E-Waste

USB-C: The Universal Charger That Finally Makes Sense The move to a single charging standard isn’t just about fewer cables in drawers — it’s about convenience, safety, and cutting the global stream of electronic waste. USB-C has matured into a robust ecosystem that covers everything from tiny earbuds to gaming laptops, and knowing what matters […]

Morgan Blake