All news

Cloudflare cut over 100 TB of RAM from its load balancer by optimizing its Rust consistent hashing implementation.

Applying the actor model to production AI agent runtime problems like state and failure.

PHP shipped 8.5.12, 8.4.27, 8.3.36 and 8.2.35 to fix two critical unauthenticated remote code execution bugs; Amazon saw exploitation attempts four days before the patches.

An 11-hour unattended Gemini 4 Argon run produced two accepted optimizations for Google ADK 200K-line Python codebase, cutting memory and latency.

CSIRO Serverless Beacon queries 100x more genomic variants on AWS without loading VCF files into a central database.

Harvard study of 718 firms finds AI coding tools raise code output but downstream review and deploy bottlenecks erase productivity gains.

Google Data Agent Kit is GA with MCP tools and 37 open-source skills, splitting guardrails between skills and IAM.

Google and Meta open-sourced TorchTPU, a native PyTorch backend for TPUs, and Meta plans to move larger LLM workloads onto TPUs; AWS released TorchNeuron for Trainium the same week.

Anthropic launches OSS Scanner, a free opt-in service that periodically scans critical open-source projects for vulnerabilities.

Monzo explains how its org and stack let it ship safely hundreds of times a day.

Cloudflare adds on-demand CPU and memory profiling for production Workers and Durable Objects.

Google open-sourced ML Drift under Apache 2.0, a cross-platform GPU compute engine for on-device inference over OpenGL ES, OpenCL, Metal and WebGPU.

Vercel Labs open-sources fx, an embeddable coding agent written in Zig.

AWS Lambda Web Functions run Express and Hono Node apps directly on Lambda.

PingCAP, maker of TiDB, confirmed an extortion group stole source code and customer data from internal systems.

Disaster-recovery analytics where an AI agent generates constrained SQL while the query engine stays the same.

Engineering framework for multi-cloud cost optimization focused on hidden egress from service placement.