Executive Summary A Russian-speaking threat actor known as “Trim” has spent the better part of 2026 systematically dismantling the guardrails on publicly available frontier AI models and rebuilding them as…
Magnite, the largest independent sell-side advertising company, runs an engineering team that processes more than a trillion ad requests each day across Amazon Web Services (AWS) and its own data…
The architecture behind Helios The launch of Helios marks AMD’s latest attempt to strengthen its position in a market where Nvidia continues to dominate AI infrastructure. Unlike previous AMD AI…
Over the past few years at Catchpoint, we’ve benchmarked the digital performance of banks, airlines, hotels, travel aggregators, GenAI platforms, athletic footwear brands, and even ad hoc events like the…
Introduction OpenClaw, (formerly known as Clawdbot and Moltbot), is an open-source, self-hosted AI agent platform with 169.2k GitHub stars and counting, created by PSPDFKit founder Peter Steinberger, and designed to…
I already wrote about Control Plane Protection in one of my previous posts focused on Cisco device configuration. Here we will make the same thing on Juniper device, I was…
Most of us understand our source code better than we understand the technology that is actually running in production. We have repositories, architecture diagrams, service catalogs, infrastructure-as-code, CI/CD pipelines, cloud…
When the storage backend for Stream Router hit hard limits, we needed to redesign its data model and migrate it to a new storage architecture without disrupting live production traffic….
The first time an MCP (Model Context Protocol) server felt real to me, it wasn’t because of a clean demo. It was because of the noise.
It was a quiet Monday morning until John, head of IT, opened his laptop and saw 424 new support tickets. Users across the office were reporting issues like “apps won’t…
