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Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.

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Curated links from external sources — not 360Softy original articles.

ExternalCybersecurity
BleepingComputer

Why Chargebacks are Just One Piece of the Fraud Puzzle

Fraud losses don't stop at chargebacks. False declines, account takeovers, and abuse also damage revenue and trust. IPQS breaks down why fraud teams need broader visibility into risk and customer impact. [...]

Security
BleepingComputerRead original
ExternalSoftware Engineering
DZone

Stop Poisoning Your Models: How I Built a CV Dataset Quality Toolkit I Can Reuse Forever

Most people focus heavily on model improvements while treating data quality as a secondary concern. They spend hours tuning hyperparameters, testing new architectures, and following the latest research, only to see performance stall at the same frustrating accuracy ceiling. More training rarely fixes it. More augmentation often does not either. Even swapping one strong architecture for another may not change much.

External
Smashing Magazine

Four Levels Of Customer Understanding

What people say, feel, think, and do are often very different things. To understand the underlying reasons for user behavior, it helps to look beyond the surface and explore hidden motivations, root causes, and the different layers of reality that shape how people act. Brought to you by Measuring UX Impact, **friendly video course on UX** and design patterns by Vitaly.

Smashing MagazineRead original

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