Month: September 2026

A category-by-category look at autonomous penetration testing, from attack-chain exploitation to continuous retesting Plenty of products wear the “autonomous” label. Fewer earn it. Per the Astra’s State of Pentesting research most run a scheduled scanner, match your stack against a CVE list, and hand you a report an attacker could never act on. Genuine autonomous … Read more

Payroll and HR started as separate purchases for a reason. For years, the software that paid people and the software that managed them came from different vendors and sat in different databases. That split creates the tax every growing company knows, re-keying the same employee data into two systems and reconciling the numbers when they … Read more

The default way schools adopt AI is to send student work to a vendor’s cloud. That choice creates three problems at once, and all three land hardest on the schools with the least money. First, student data leaves the building. Minors’ writing, questions, and mistakes travel to a third party under terms a teacher rarely … Read more

I’ve been tracking Solana’s Alpenglow upgrade since it entered community testing, and it’s one of the more unusual moves I’ve seen in consensus design: a live network swapping out its entire finality mechanism while it keeps settling billions of dollars in value. Alpenglow tears out both TowerBFT and Proof of History, the two systems that … Read more

If you have ever hurried through a major transit hub at rush hour, you probably noticed the crowd, the signs, and the train you were about to miss. You probably did not notice the security network quietly moving video, alarms, sensor data, and operator commands behind the walls. That is exactly how it should feel. … Read more