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dreamfactory

Utility API & AI Security: Exposing Data Without Exposing Control

Aug 20, 2026 By Kevin Hood In DreamFactory
Every utility is being pulled in two directions. Operations, engineering, and customer-facing teams all want data in modern applications: outage maps, field-service apps, asset-health dashboards, regulator reporting, and increasingly AI assistants that can answer questions about generation, load, or maintenance history. At the same time, the security team's job is to make sure none of that convenience becomes a path into systems that open spillway gates, trip breakers, or control pressure.
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How Does Tier 2 SOC Automation Work?

How Does Tier 2 SOC Automation Work?

Aug 19, 2026 By SystemsDigest In SystemsDigest
Tier 2 SOC work picks up evidence gathering across consoles, containment decisions, sandbox detonation and verdicting, sweeping new indicators through historical data, and the case documentation and handoff that follow. Tier 1 work is linear enough to enumerate, so a playbook can list the steps. Tier 2 investigations branch, since each answer changes the next question, and no engineer can pre-write every path and that is why SOAR does not do well in Tier 2 even in teams where it works well at tier 1.
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integrate

Snowflake RBAC: How to Manage Who Accesses What in Your Pipelines

Aug 18, 2026 By Donal Tobin In Integrate
Your data engineer just accidentally deleted the production customer table. Again. This scenario plays out in organizations worldwide, not because of malicious intent, but because of poorly configured access controls. With data breaches and compliance violations, managing who can access what in your Snowflake data warehouse isn't optional: it's essential.
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nodesource

npm v12 Blocks Install Scripts. So Why Aren't You Safe Yet?

Aug 14, 2026 By Estefany Aguilar In NodeSource
When npm announced that version 12 would require developers to explicitly approve install scripts, the reaction across the community was almost universally positive. For years, security researchers had warned that package installation had become one of the weakest links in the JavaScript supply chain. Every npm install represented an opportunity for third-party code to execute automatically, often before developers had even looked at the source they were downloading.
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oril

What is Application Security Audit and Why It's Important for Your Business

Aug 13, 2026 By Ihor Kosandyak In ORIL
A real estate listing platform runs on more moving parts than it looks like from the front end: multiple user roles, MLS and payment integrations, document storage, and a database full of PII and deal terms. Every one of those is part of the attack surface. An application security audit maps that surface. It is a structured evaluation of your application’s code, configuration, and infrastructure that identifies vulnerabilities and weak controls, then ranks them by the risk they actually carry.
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integrate

Role-Based Access Control (RBAC), Explained for Data Teams

Aug 12, 2026 By Donal Tobin In Integrate
Data teams face an impossible challenge: democratize data access across the organization while maintaining security controls and meeting regulatory requirements. Without a structured approach, engineering teams spend 15-25% of their time handling access requests instead of building data products. Role-Based Access Control (RBAC) transforms this operational chaos into a manageable system but only when implemented correctly.
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The Impact of AI and Machine Learning on Real Estate Business

The Impact of AI and Machine Learning on Real Estate Business

Aug 11, 2026 By SystemsDigest In SystemsDigest
Artificial Intelligence (AI) and Machine Learning (ML) are changing the way the real estate industry operates. From property valuation and investment analysis to customer service and marketing, these technologies are helping businesses process information faster and make more informed decisions.
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The Best Tier 1 SOC Automation Tools in 2026

The Best Tier 1 SOC Automation Tools in 2026

Jul 27, 2026 By SystemsDigest In SystemsDigest
Tier 1 SOC is alert triage, enrichment, initial investigation, and escalation. Most of this work is repetitive and hard to scale, and legacy options for automating it (e.g., SOAR) can't keep pace with modern workloads because they're engineering-led, not analyst-led or browser-based (where the actual work happens). The tools below automate tier 1 work, and all of them use AI in some way. They range from AI SOC analysts that investigate alerts the way a human would to automation platforms with AI layered on top, plus AI built into platforms you may already run.
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bugraptors

Comprehensive AI Security Testing for Enterprises

Jul 23, 2026 By Girish Chawla In BugRaptors
Enterprise QA teams are discovering that deploying machine learning models breaks their existing validation pipelines. Legacy testing environments rely on a simple truth: fixed inputs must produce predictable outputs. Because intelligent architectures operate on probabilistic distributions, deterministic testing alone can no longer guarantee reliability. When conducting a code review or architectural risk assessment, treating an active model as a standard black-box API leaves critical flaws unaddressed.
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hitachi vantara

The Threats We See. The Risks We Don't

Jul 23, 2026 By Laura Tuller In Hitachi Vantara
Living in South Florida, I've spent a lot of my career talking to customers about disaster recovery through the lens of hurricanes. Those conversations are easy because everyone understands the threat. We can watch a storm develop for days. Weather stations track every shift in direction. Data centers activate contingency plans. Business continuity teams prepare for impact.
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