Why machine learning projects succeed — and how to make yours one of them Machine learning keeps moving from research into real-world impact. Teams that consistently deliver production-ready solutions share a few practical habits: prioritize data, design for observability, and optimize for cost and latency. Here’s a compact guide to the approaches and practices that […]
Trust and transparency are the foundation for adopting machine-learning systems across industries. As these algorithmic systems take on decision-making roles—from loan approvals to medical triage—organizations and individuals need clear ways to evaluate how they work, why they make certain recommendations, and how to hold them accountable. Why transparency mattersOpaque systems create real-world risks: biased outcomes, […]
Traditional monitoring still has a place, but modern software systems demand something deeper: observability. Where monitoring answers “Is the system up?” observability helps teams answer “Why is the system behaving that way?” That distinction matters for distributed architectures, microservices, serverless functions, and dynamic cloud environments. What observability is (and isn’t)Observability is the ability to infer […]
Passwordless authentication is moving from novelty to practical security strategy as organizations prioritize phishing resistance, better user experience, and lower credential-related support costs. Replacing or augmenting passwords with cryptographic keys, platform authenticators, or passkeys reduces a major attack surface: stolen or reused credentials. What passwordless really meansPasswordless doesn’t always mean no secret at all; it […]
Observability-first: a practical guide to monitoring cloud-native software As applications move to distributed, containerized architectures, traditional monitoring no longer provides the visibility teams need. An observability-first approach treats logs, metrics, and traces as a single, correlated source of truth—making it easier to find root causes, meet reliability targets, and ship features faster. Why observability matters– […]
USB-C is moving from “nice-to-have” to must-have across phones, laptops, tablets, and accessories — and that shift matters more than it looks. With more devices adopting a single connector standard, consumers get faster charging, simpler cables, and less e-waste. But there are compatibility caveats and buying choices that still require attention. Why universal connectors matterA […]
Passwordless authentication is moving from optional convenience to a core security strategy for organizations that want stronger protection and better user experience. As phishing and credential-stuffing attacks remain common, replacing passwords with phishing-resistant alternatives reduces risk and lowers support costs—without sacrificing user convenience. What passwordless meansPasswordless authentication replaces knowledge-based secrets with cryptographic methods tied to […]
Antes da Square View existiram outros projectos. A carreira de Luís Horta e Costa no imobiliário não começou em 2016. Começou quase quatro décadas antes e inclui passagens por empresas e activos que ajudam a compreender como a Square View foi moldada. A Habitat Vitae Horta e Costa cofundou a Habitat Vitae, uma empresa de […]
USB-C is finally delivering on its promise: one connector to rule many devices. Recent shifts in industry standards and regulation have pushed manufacturers toward a single, versatile port, and that change matters for both convenience and the environment. Here’s what to know and how to make smart choices as USB-C becomes the default. Why USB-C […]
NVMe SSDs: How to Pick the Right Drive for Performance and Longevity Solid-state storage is central to system responsiveness, and NVMe (Non-Volatile Memory Express) drives have become the go-to choice for fast boot times, snappy app launches, and large-file workflows. Choosing the right NVMe drive means balancing raw speed, endurance, cooling, and price for the […]
