Cloudflare Launches Dynamic Workers Open Beta: Isolate-Based Sandboxing for AI Agent Code Execution

Cloudflare recently released Dynamic Worker into open beta, available to all paid Workers users. The API allows a Cloudflare Worker to instantiate a new Worker at runtime with dynamically specified code, each running in its own isolated sandbox. The feature is aimed squarely at the growing need to safely execute AI-generated code, a challenge that … Read more

ExpressVPN launches private AI platform with secure enclaves

ExpressVPN has launched a private AI platform called ExpressAI, designed to give users access to AI tools without their data being used for profiling or model training. ExpressAI is built around confidential computing enclaves, which process decrypted conversations in a cryptographically isolated environment. According to ExpressVPN, this keeps user messages inaccessible to the host system, … Read more

Harness Reimagines Artifact Management for DevSecOps with New Artifact Registry

Harness has announced the general availability of Harness Artifact Registry, a platform capability designed to simplify how engineering teams store, secure, and govern software artifacts within modern DevSecOps pipelines. Rather than treating artifact repositories as standalone infrastructure components, the new registry embeds artifact management directly inside the software delivery platform, allowing security policies, governance controls, … Read more

QCon London 2026: Wrangling Telemetry at Scale, a Guide to Self-Hosted Observability

At QCon London 2026, Colin Douch discussed building and operating self-hosted monitoring stacks, surveyed the current tooling landscape, and explained how to build a coherent observability setup rather than treating logs, metrics, and traces as separate pillars. Douch, site reliability engineer at DuckDuckGo, opened the session by challenging the audience: Do you ever feel … Read more

QCon London 2026: Shipping Constantly with Humans and Beyond at Monzo

At QCon London 2026, Suhail Patel, a principal engineer at Monzo who leads the bank’s platform group, described how the bank has built a developer platform capable of shipping hundreds of changes to production every day.  Monzo operates on a microservices architecture of over 3,000 services, all written in a uniform style using a bootstrap … Read more

How CNAME Ordering in RFC Specs Caused Cloudflare 1.1.1.1 Outage

In a recent article titled “What came first- the CNAME or the A record?” Cloudflare explains how an unclear RFC specification caused the popular Cloudflare’s 1.1.1.1 service to break. After identifying the breakage and the ambiguity in older DNS standards regarding record order, Cloudflare proposes a clarified specification. On January 8, a routine update to … Read more

NVIDIA Dynamo Planner Brings SLO-Driven Automation to Multi-Node LLM Inference

Microsoft and NVIDIA have released Part 2 of their collaboration on running NVIDIA Dynamo for large language model inference on Azure Kubernetes Service (AKS). The first announcement aimed for a raw throughput of 1.2 million tokens per second on distributed GPU systems. Now, this latest release focuses on helping developers work faster and improving operational … Read more

Railway Highlights the Importance of Logs, Metrics, Traces, and Alerts for Diagnosing System Failure

Railway’s engineering team published a comprehensive guide to observability, explaining how developers and SRE teams can use logs, metrics, traces, and alerts together to understand and diagnose production system failures. The post, aimed at users of modern distributed systems, lays out practical definitions, strengths, and limitations of each telemetric signal, and emphasizes how combining them … Read more

Digital.ai expands automated testing to Android Auto

Digital.ai has added end-to-end automated testing for Android Auto and Apple CarPlay applications, extending its in-car software testing offer beyond Android Automotive OS and mobile-to-vehicle integrations. The company said the update targets teams building and maintaining apps that run on a vehicle’s display through phone projection systems. Digital.ai said the platform validates in-car app behaviour … Read more

No QA Environment? No Problem: How Classpass Enables Testing on a Single Environment in ECS

Transcript Po Linn Chia: My name is Po. Today I’ll be talking about No QA Environment, No Problem: How ClassPass has Enabled Testing on a Single Environment in ECS. ClassPass, Mindbody, I’m on the ClassPass side of the org. I think we’re now also called Playlist. ClassPass is a subscription-based platform. People subscribe to us, … Read more