Skip to content
360SOFTY
HomeInsights

Insights

Ideas for building
better software.

Engineering perspectives on architecture, product development, AI, and the everyday decisions behind useful software.

From the engineering desk

Browse practical articles or follow the latest technology updates.

Subscribe via RSS →

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

ExternalSoftware Engineering
DZone

Freshness as a First-Class Schema Concern: Modeling Data Staleness Across 83 Data Sources

I am not a developer, and I built a public reef atlas with AI agents. It pulls from 83 data sources that each update on their own schedule, some daily, some weekly, some once a decade. The hardest problem in the whole build was staleness, harder than the ocean science and harder than the frontend: how do you build a schema that tells the truth about how old each piece of data actually is, when the sources age so differently? The agents did more than write the code. They walked me through each sc

DZoneRead original
External
The Hacker News

AI Changed the Exposure Problem. Validation Needs to Change With It.

There's a lot of noise around AI and cybersecurity right now. What’s actually important is far simpler, if often lost in the hubbub. Vulnerability discovery is getting faster and happening at a much greater scale, while defenders still have to work out which findings actually deserve their action. In the first half of 2026, a whopping 35,853 CVEs were published, roughly 49% more than in the

The Hacker NewsRead original
ExternalCybersecurity
SecurityWeek

CISOs Race to Control AI Agents Without Destroying Their Value

Security leaders are struggling to modernize cyber hygiene and prevent over-privileged agents from causing unintended harm. The post CISOs Race to Control AI Agents Without Destroying Their Value appeared first on SecurityWeek.

Artificial IntelligenceCISO StrategyAI
SecurityWeekRead original
ExternalCybersecurity
SecurityWeek

Telus Warns Customers of Account Breaches

Stolen credentials were used in a multi-month campaign to access subscriber personal data and billing records. The post Telus Warns Customers of Account Breaches appeared first on SecurityWeek.

Data Breachesaccount takeoverCanada
SecurityWeekRead original

Let’s start with a conversation

Tell us what you’re working on.

An idea, a challenge, or a system that needs to work better. We’ll help you understand the next step.

Discuss your project

Prefer email? [email protected]