Developers building web and AI applications on Vercel can now add Amazon S3 storage resources directly from the Vercel Marketplace and v0, combining the durability, scalability, and performance of S3 with the convenience of Vercel’s provisioning workflow. Starting today, Amazon Simple Storage Service (Amazon S3), including Amazon S3 Tables and Amazon S3 Vectors, is natively […]
Author Archives: Lucian Systems
The price of an AI token has collapsed. The cost of getting finished work out of AI has not. The two are moving in opposite directions, and the first is hiding the second. A token is a rate card. A completed task, once an AI system plans, calls tools, checks its work and tries again, […]
Some numbers are hard to picture until you sit with them for a moment. Last week we published the Prime Day 2026 metrics, and the one that stuck with me is 2.3 quadrillion: the daily requests Amazon ElastiCache peaked at during the event. Prime Day ran back in June, so this post always lands as […]
A good vulnerability management (VM) program can tell you which software vulnerabilities need attention and help get them fixed. As environments have expanded across cloud, identity, operational technology (OT), applications, and other systems, VM teams have gained access to much more information that can affect those decisions. Technical severity does not always reflect the risk […]
Today, we’re announcing AWS Lambda Web Functions, a new form factor that lets you run standard HTTP web applications on Lambda without rewriting your code into an event handler. You can take a standard port-listening server built with Express, Hono, Fastify, Next.js, or any Node.js framework, deploy it with a single command, and Lambda automatically […]
I’ve spent enough time around freight platforms to know that a clean carrier profile can give people a false sense of certainty. The authority may be active, the history may look normal, and the carrier may be a strong fit for the load. None of that tells me whether the person handling this transaction is […]
A model can be extremely capable and still produce the wrong result because its view of the business is several hours old. A support agent may tell a customer that an already-resolved ticket is still open. A recommendation system may promote an item that has just sold out. A fraud model may receive a transaction […]
Vulnerability assessment is a point-in-time process of discovering and reporting vulnerabilities within a scoped environment, with defined start and end dates. Vulnerability management is the cyclical process that vulnerability assessment fits into: vulnerability discovery, validation, risk prioritization, remediation tracking, and reassessment. Vendors sell products under both names, and buyers purchase them as if they were […]
Amazon Prime Day 2026 was exclusively for Prime members and ran June 23–26, 2026 with millions of deals across more than 35 categories. As part of our annual tradition of sharing how AWS powered Prime Day (2016, 2017, 2019, 2020, 2021, 2022, 2023, 2024, and 2025), I want to share the services and chart-topping metrics […]
A renter inquires at 9 p.m. on a Saturday. Your AI chatbot replies in 8 seconds and schedules a Tuesday tour. Your leasing agent doesn’t see it in the CRM, so on Monday someone types the lead in by hand. By that point, the renter has toured a competitor’s building and signed. The chatbot did […]