InfoQ

Qualcomm Unveils Linux Preview on Snapdragon X2 to Accelerate Upstream ARM Laptops

Olimpiu Pop — Thu, 01 Oct 2026 14:14:00 GMT

Qualcomm has released an early dev preview of Linux for its upcoming Snapdragon X2 Series laptop processors. The initiative focuses on integrating with the mainline Linux kernel ahead of commercial release to reduce software issues historically faced by ARM laptops. The preview includes a functional Debian 13 environment and aims to standardize system initialization and hardware task management.

By Olimpiu Pop

Presentation: Beyond Observability: Evolving Production Operations in the Age of AI

Michael Hausenblas, Sujana Sooreddy, Noam Levi, Renato Losio — Thu, 01 Oct 2026 12:30:00 GMT

The panelists discuss how production operations are evolving with AI, turning operational data into actionable insights for incident response. They explain how automation and new architectural practices help engineering teams build more understandable systems, while exploring how AI reshapes software delivery and changes the historically deterministic nature of production applications.

By Michael Hausenblas, Sujana Sooreddy, Noam Levi, Renato Losio

How to Develop Software Engineering Skills in the Age of AI

Ben Linders — Thu, 01 Oct 2026 11:47:00 GMT

Software engineering skill development requires slowing down. Generative AI has changed the landscape of skill development for software engineering. Tools and AI can accelerate outcomes, but they may not support skill development. Engineers must understand how systems work to learn things. Senior developers can coach juniors by using learning techniques.

By Ben Linders

Presentation: Keeping the Mainline Green Across Diverse Language Monorepos

Dhruva Juloori — Thu, 01 Oct 2026 09:33:00 GMT

Dhruva Juloori discusses how Uber maintains green mainlines across massive monorepos handling 65,000+ monthly changes. He explains how SubmitQueue uses binary speculation trees, conflict analysis, and machine learning models to predict build success and execution times. Dhruva shares how bypassing large diffs slashed CI resource usage by 53% while accelerating PR landing times by 37%.

By Dhruva Juloori

Article: High Availability Is Not Resilience: Why Cloud Systems Fail When It Matters Most

Alexey Golev — Thu, 01 Oct 2026 09:00:00 GMT

A routine TLS 1.3 upgrade silently broke Route 53 health checks, causing a CDN to stop routing traffic to a healthy region while internal dashboards showed nothing wrong. This article examines why HA and resilience are different problems, how control-plane dependencies create invisible failure modes, and why recovery capability erodes without explicit ownership.

By Alexey Golev

TypeSafe AI Releases Jev: A Decision-Only Model That Returns Typed Probabilities Instead of Text

Daniel Curtis — Thu, 01 Oct 2026 06:47:00 GMT

TypeSafe AI, founded by former OpenAI researcher Diogo Almeida, has introduced Jev, a decision-making model that generates typed outputs rather than text. It evaluates inputs in parallel, providing results with probabilistic scores and confidence values. Jev's adoption has been swift, with integrations into platforms like Vercel and Netlify, highlighting its efficiency over traditional models.

By Daniel Curtis

Container Apps Express Reaches GA on a Newly Generally Available Sandbox Layer

Steef-Jan Wiggers — Thu, 01 Oct 2026 06:31:00 GMT

Microsoft has made Azure Container Apps Express generally available alongside Container Apps Sandboxes, the microVM compute layer it runs on. Express skips environment provisioning and scales to zero, with subsecond startup from prewarmed pools. Custom domains, zone redundancy, Key Vault references, OpenTelemetry and Dapr are not supported.

By Steef-Jan Wiggers

InfoQ Online Cohorts Address AI Security and Coding Agent Verification

Artenisa Chatziou — Wed, 30 Sep 2026 17:00:00 GMT

A look at two InfoQ online certification cohorts covering security and privacy decisions in production AI systems and the verification needed when coding agents work in existing codebases.

By Artenisa Chatziou

Cursor Uses S3 WAL to Scale Git Storage to More than 300 Pushes per Second

Leela Kumili — Wed, 30 Sep 2026 13:47:00 GMT

Cursor has introduced Continuity, a Git storage architecture that uses an S3 backed write ahead log as the source of truth. The design turns local NVMe repositories into warm caches and separates replica coordination from consistency. Cursor reports linear read scaling with up to 100 replicas and more than 300 pushes per second with S3 Express One Zone in synthetic tests.

By Leela Kumili

Presentation: Context Is the New Code

Patrick Debois — Wed, 30 Sep 2026 11:00:00 GMT

Patrick Debois discusses how to manage, evaluate, distribute, and observe context using proven software engineering practices. He shares how treating context like code - complete with testing, CI/CD, package managers, and security scanning - enables engineering leaders to reliably scale AI coding agents, maintain control over non-deterministic outputs, and build long-term organizational knowledge.

By Patrick Debois

Agents Refactor 300K Lines in Three Weeks, and Practitioners Ask What It Proves

Steef-Jan Wiggers — Wed, 30 Sep 2026 06:16:00 GMT

CodeScene has published a case study in which coding agents refactored 300,000 lines of C over three weeks for roughly $4,000 in tokens, verified by a frame-by-frame replay harness. The agents built a playbook of codebase-specific recipes along the way. Practitioners have questioned the scope, the metric, and how much of the result depends on the harness.

By Steef-Jan Wiggers

SvelteKit 3 Reaches Release Candidate, Moving Config to Vite and Retiring the $lib Alias

Daniel Curtis — Wed, 30 Sep 2026 05:58:00 GMT

The Svelte team has entered the release candidate phase for SvelteKit 3, which focuses on code refinement and prepares for future updates. Notable changes include moving configuration to vite.config.ts, replacing the $lib alias with #lib for improved compatibility. SvelteKit 3 requires Vite 8 and Svelte 5, enhancing error handling and build efficiency, while retaining some experimental features.

By Daniel Curtis

Amazon CloudWatch Omni Extends CloudWatch into the Agent Era

Sergio De Simone — Tue, 29 Sep 2026 19:00:00 GMT

Recently launched, Amazon CloudWatch Omni is an AI-first observability platform designed to monitor, evaluate, and troubleshoot applications and autonomous AI agents in a unified environment.

By Sergio De Simone

Cloudflare Adds Configurable HTTP Vary Header Support to Prevent Cache Thrashing

Olimpiu Pop — Tue, 29 Sep 2026 14:14:00 GMT

Cloudflare has implemented native support for the HTTP Vary header across its edge network, enhancing cache management for all customer plans. This feature allows for better negotiation of content representations while minimizing cache fragmentation. Operators can define specific behaviors for request headers, enabling greater control over caching efficiency and reducing server load.

By Olimpiu Pop

Kubernetes Teams Get a Safer Way to See Their Own GPU Metrics

Craig Risi — Tue, 29 Sep 2026 12:00:00 GMT

Adobe engineers have described an open-source approach for giving teams self-service access to their own Prometheus metrics in multi-tenant Kubernetes environments, without exposing the shared metrics of other teams.

By Craig Risi