360SOFTY

Insights

Engineering Insights

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

RSS

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

ExternalSoftware Engineering
DZone

Multi-Scale Feature Learning in CNN and U-Net Architectures

Scale variation is a persistent source of error in vision models. A semantic concept can occupy a handful of pixels or most of the frame, and dense prediction tasks such as semantic segmentation intensify the difficulty because each output location must be both correctly classified and precisely localized.  Multi-scale feature learning addresses this by designing explicit pathways that exchange information across resolutions, allowing high-frequency spatial detail and low-frequency semantic cont

External
The Hacker News

Shrinking the IAM Attack Surface through Identity Visibility and Intelligence Platforms (IVIP)

The Fragmented State of Modern Enterprise Identity Enterprise IAM is approaching a breaking point. As organizations scale, identity becomes increasingly fragmented across thousands of applications, decentralized teams, machine identities, and autonomous systems. The result is Identity Dark Matter: identity activity that sits outside the visibility of centralized IAM and beyond the reach of

The Hacker NewsRead original
ExternalBackend Development
Django Weblog

Django security releases issued: 6.0.6 and 5.2.15

In accordance with our security release policy, the Django team is issuing releases for Django 6.0.6 and Django 5.2.15. These releases address the security issues detailed below. We encourage all users of Django to upgrade as soon as possible. CVE-2026-6873: Signed cookie salt namespace collision in django.http.HttpRequest.get_signed_cookie get_signed_cookie() derived the signing salt by concatenating the cookie name (key) and salt arguments. When distinct name and salt pairs produced the same c

Django WeblogRead original

Work with 360Softy

Building a SaaS product, AI system, or business platform?

Book a free consultation and we will tell you honestly whether we can help.