engblogs

summaries of the latest blog articles from your favorite tech companies.
AWS MLAWS ML

Move Beyond Chain-of-Thought with Chain-of-Draft on Amazon Bedrock

Explore how Chain-of-Draft prompting on Amazon Bedrock significantly reduces token usage and latency compared to Chain-of-Thought, optimizing large language model reasoning for cost-effective, high-performance AI applications.

12/22/2025
MetaMeta

DrP: Meta’s Root Cause Analysis Platform at Scale

DrP is Meta’s scalable root cause analysis platform that automates incident investigations using a flexible SDK, ML algorithms, and seamless workflow integrations to significantly reduce MTTR and improve on-call productivity across large-scale systems.

12/19/2025
Google CloudGoogle Cloud

From Code to Cloud: Three Labs for Deploying Your AI Agent

Explore three hands-on labs demonstrating how to deploy AI agents on Google Cloud using Vertex AI Agent Engine, Cloud Run, and Google Kubernetes Engine for scalable, secure, and production-ready applications.

12/19/2025
Google CloudGoogle Cloud

Why Stochastic Rounding is Essential for Modern Generative AI

Stochastic rounding, a probabilistic rounding technique supported by modern hardware like Google Cloud TPUs and NVIDIA Blackwell GPUs, enables stable and efficient low-precision training for large generative AI models by preserving small gradient updates.

12/19/2025
Google CloudGoogle Cloud

Agent Factory Recap: Supercharging Agents on GKE with Agent Sandbox and Pod Snapshots

Explore how Google Kubernetes Engine enhances agentic workloads with flexible ADK integration, secure Agent Sandbox isolation using gVisor, and accelerated Pod Snapshots for near-instant sandbox restoration.

12/19/2025
Google CloudGoogle Cloud

Cloud CISO Perspectives: 2025 in review: Cloud security basics and evolving AI

A comprehensive 2025 review of cloud security fundamentals and the integration of evolving AI technologies to enhance defense, threat intelligence, and trusted cloud services.

12/19/2025
Google CloudGoogle Cloud

New in Looker: self-service Explores, tabbed dashboards, and custom themes

Looker's latest updates introduce self-service Explores for local data analysis, tabbed dashboards for organized storytelling, and custom themes to align analytics with corporate branding.

12/19/2025
Google CloudGoogle Cloud

The Year in Google Cloud — 2025

A comprehensive recap of Google Cloud's groundbreaking AI innovations, infrastructure advancements, security initiatives, and customer successes throughout 2025.

12/19/2025
CloudflareCloudflare

Innovating to address streaming abuse — and our latest transparency report

Cloudflare's 2025 transparency report highlights innovative technical and collaborative approaches to combat streaming abuse and unauthorized content distribution while balancing transparency, user rights, and regulatory compliance.

12/19/2025
CloudflareCloudflare

Code Orange: Fail Small — our resilience plan following recent incidents

Cloudflare outlines its Code Orange: Fail Small resilience plan focusing on controlled rollouts, improved failure handling, and optimized emergency access to prevent future network outages.

12/19/2025
Apple MLApple ML

BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design

BED-LLM leverages Bayesian Experimental Design to enable Large Language Models to adaptively and intelligently gather information through multi-turn interactions by maximizing expected information gain.

12/19/2025
AWS MLAWS ML

Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads

SOCI indexing in Amazon SageMaker Studio significantly reduces container startup times by enabling lazy loading of container images, enhancing productivity for AI/ML workloads.

12/19/2025