Grab32 · 2026-01-21 00:23
Docker lazy loading at Grab: Accelerating container startup times
Introduction At Grab, we’ve been exploring ways to dramatically reduce container startup times for our data platforms. Large container images for services like Airflow and Spark Connect were taking minutes to download, causing slow cold starts and poor auto-scaling performance. This blog post shares our journey implementing Docker image lazy loading using eStargz and Seekable OCI (SOCI) technologies, the results we achieved, and the lessons learned along the way. Results: The numbers speak fo...
Mandiant | Transform Your Cybersecurity15 · 2026-01-21 16:00
The AI-Powered Adversary: Tracking the New Wave of LLM-Enabled Cyber Attacks
Threat actors are no longer using Artificial Intelligence (AI) just for basic productivity gains; they have entered a new operational phase by deploying novel, AI-enabled malware and evolving their Tactics, Techniques, and Procedures (TTPs) across the entire attack lifecycle. In this briefing, drawn from the latest Google Threat Intelligence Group (GTIG) reporting, we will expose the ways both cyber criminals and state-sponsored groups are abusing Large Language Models (LLMs) to achieve their...