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#automation

12 stories taggedautomation.

A software deployment pipeline diagram displayed on a large monitor, showing update stages with some patches moving through fast lanes causing system failures w
Opinion

Patch automation needs a brake pedal, not just an accelerator

Faster patching cuts risk, but the same pipes that push good updates also push broken ones. Update rings and human checkpoints are how teams keep the speed without breaking production.

4 min read
A security operations center with multiple monitors displaying continuous vulnerability scanning dashboards, showing real-time threat detection in progress rath
Vulnerabilities

Why Security Teams Are Ditching the Quarterly Scan for Something That Never Stops

A growing number of organisations are replacing old-school vulnerability scanning with a continuous approach called CTEM. The idea sounds simple. The culture change is anything but.

4 min read
An Equifax security operations center with AI-powered threat detection dashboards covering multiple large monitors, showing machine learning models processing s
AI Security

Equifax Leverages AI to Strengthen Cybersecurity Measures

Equifax's CISO Jeremy Koppen, who joined in May 2025, says AI now handles half the company's daily security workload. Here's what that looks like in practice.

3 min read
An autonomous robotic arm in a warehouse setting that has accidentally toppled a stack of packages, with security camera footage timestamp visible in the corner
AI Security

When an AI Bot Causes Harm, Who Pays? Australian Experts Point to the Human Who Deployed It

Australia's first reported case of an automated AI agent causing accidental damage has put a sharp legal question on the table: if a bot you turned loose hurts someone, the law says that is your problem.

3 min read
A security operations center with security analysts working at workstations surrounded by multiple screens showing AI analytics tools, some dashboards appear un
AI Security

Four Gaps That Are Keeping AI Out of Your Security Team's Hands

Security operations centres are spending big on artificial intelligence, but most are not seeing results. The problem is not the technology.

4 min read
An office workspace transformed from paper-based to digital: one desk piled with birth certificate stacks, adjacent desk showing facial recognition and age veri
Identity & Access

USA Fencing's Identity Problem: How a Sports Body Stopped Checking Kids' Ages by Hand

With more than 50,000 members ranging from age eight to eighty, USA Fencing was drowning in paper birth certificates. Here's how it automated the problem away, and why the data questions around children are still worth watching.

4 min read
A cybersecurity operations center where automated agent software is actively patching vulnerabilities on multiple systems simultaneously, with progress bars and
AI Security

Cantina Raises $8 Million to Let AI Agents Hunt and Fix Security Flaws Automatically

A New York startup wants to replace slow, manual vulnerability management with software agents that find problems, investigate them, and patch them without waiting for a human to file a ticket.

3 min read
An Ivanti security research facility with engineers reviewing AI-discovered vulnerability findings on multiple displays, showing the moment a perfect-score crit
AI Security

Ivanti Used AI to Find a Perfect-Score Security Flaw in Its Own Software. Here Is What That Means.

The company quietly ran an AI project starting in March and says the results are already surprising even its own security chief.

3 min read
Illustration: An empty modern security operations centre at dusk, rows of dark monitors glowing with faint alert dashboards
AI Security

When the IT Team Is at the Beach, Who's Watching the Alerts?

Summer holiday rotas leave security desks thin. Kaseya argues AI-driven automation can hold the line, but only if it's set up before the out-of-office replies start.

3 min read
Illustration: a dim security operations centre at night
AI Security

When Attacks Take Minutes, Not Days: The AI Speed Problem Defenders Now Face

Criminals using AI models can now write phishing bait, pick targets and hop between machines faster than most security teams can read the first alert.

3 min read
Illustration: a glowing server rack in a dark data centre
AI Security

An AI Agent Ran a Ransomware Attack by Itself. Here's What That Means.

Criminals used an AI tool called Langflow to let a machine plan and carry out a multi-step ransomware intrusion without a human guiding every move, a shift that could make attacks faster and cheaper to run at scale.

3 min read
Illustration: A large illuminated server room seen from floor level, rows of blinking rack servers receding into the distance
AI Security

A Year of Testing Has Cooled Security Teams' Enthusiasm for AI-Run Hacking Drills

Companies that hoped AI could fully replace human security testers have pulled back sharply. New data shows only 9% still trust fully automated systems, down from nearly a third just twelve months ago.

4 min read
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