InfoQ

Survey Finds AI-Generated Code Increases Debugging and Failure Rates and Creates a Comprehension Gap

Sergio De Simone — Wed, 07 Oct 2026 18:00:00 GMT

A survey conducted by independent research firm Coleman Parkes on behalf of Undo, a company focused on scaling AI-powered root-cause analysis, found that while AI coding agents have accelerated code generation, they have shifted the primary bottleneck to debugging, code comprehension, and maintenance.

By Sergio De Simone

The Async Multiprocessing Has Sound Foundations in Linux, But Further Testing Is Needed

Olimpiu Pop — Wed, 07 Oct 2026 16:16:00 GMT

At Embedded Linux Conference Europe 2026, Wolfram Sang discussed the Linux building blocks for asymmetric multiprocessing (AMP). He highlighted the solid foundation but noted challenges like limited contributor coverage and fragmented testing. Sang's work on a hardware-spinlock driver revealed maintenance complexities and the need for more reviewers and testers to support evolving AMP systems.

By Olimpiu Pop

Grab Redesigns Counter Service Storage for 50% Lower P99 Latency

Leela Kumili — Wed, 07 Oct 2026 14:30:00 GMT

Grab migrated its high-volume Counter Service from a wide column database to Aerospike using storage abstraction, shadow traffic, data parity validation, and gradual traffic migration. The redesigned data model consolidated time buckets into map-based records. Grab reports about 50% lower production p99 read latency, 1 TB versus 3 TB of disk usage, and 45% to 50% lower cost per node.

By Leela Kumili

AI in Production: What Breaks, What Works, and Who Approves It? | InfoQ Webinar

Artenisa Chatziou — Wed, 07 Oct 2026 14:00:00 GMT

On October 14, InfoQ hosts a free 60-minute panel with five practitioners on running AI in production. They'll discuss agent autonomy and human approval, how to verify AI-generated changes, sensitive-data exposure, and production RAG. Registrants can submit questions and will receive the recording.

By Artenisa Chatziou

Presentation: The Reinvention of the Dev Team

Hannah Foxwell — Wed, 07 Oct 2026 11:00:00 GMT

Hannah Foxwell shares how the surge of agentic coding forces engineering leaders to rethink team dynamics. She discusses three key anchors for navigating AI-driven velocity: building software worth building, prioritizing automated safety over speed, and preserving the human element through generalist "broken comb" skillsets and sustainable on-call practices.

By Hannah Foxwell

Article: Building a Session-Ordered Kafka Pipeline in Go

Joshua Oluikpe — Wed, 07 Oct 2026 09:00:00 GMT

The article describes a custom implementation that provides a session-level ordering on top of Apache Kafka partitions, supporting strict message ordering across 1000s of independent channels. The solution required application-level routing, consistent hashing, retries, and contiguous watermark commits. Engineers conducted operational hardening supported by extensive performance testing.

By Joshua Oluikpe

Cloudflare Uses an AI Harness to Probe and Harden Its WAF

Matt Foster — Wed, 07 Oct 2026 07:21:00 GMT

Cloudflare placed frontier AI models inside a controlled testing harness to probe its Web Application Firewall (WAF), using blocked attacks as starting points for models to generate and refine new variations.

By Matt Foster

Spanner Omni Reaches GA, Replacing Google's Atomic Clocks and File System with Software

Steef-Jan Wiggers — Wed, 07 Oct 2026 04:43:00 GMT

Google has made Spanner Omni generally available, running its distributed SQL database on-premises, across clouds or on a laptop. Doing so meant replacing Colossus with a Colossus-like abstraction layer and TrueTime with software-based time synchronization. There is no availability SLA, and practitioners are pricing the move in tail latency and operational toil.

By Steef-Jan Wiggers

OpenTelemetry Makes Kubernetes Attributes Processor Stable as Observability Schema Matures

Craig Risi — Tue, 06 Oct 2026 12:00:00 GMT

OpenTelemetry has promoted its Kubernetes Attributes Processor to v1.0.0, marking a significant step in making Kubernetes telemetry more predictable and stable across observability pipelines.

By Craig Risi

QCon London 2027 Announces 15 Tracks on Production AI, Architecture, and Engineering at Scale

Artenisa Chatziou — Tue, 06 Oct 2026 10:00:00 GMT

A preview of the 15-track QCon London 2027 program, covering agent evaluation and guardrails, AI-era architecture, distributed-system debugging, modern data platforms, high-performance engineering, and Staff+ leadership.

By Artenisa Chatziou

Presentation: Building Resilient Platforms: Insights from 20+ Years in Mission-Critical Infrastructure

Matthew Liste — Tue, 06 Oct 2026 09:59:00 GMT

Matthew Liste explains the 12 core principles of building scalable, reliable platforms for enterprise tech teams. From avoiding technical debt and managing deprecation to building a strong engineering culture, Liste discusses how to design infrastructure platforms that reduce complexity, streamline developer workflows, and deliver long-term value for senior architects and engineering leaders.

By Matthew Liste

Flagged by the Machine: How Google Ads Suspended an Open-Source macOS Term as Malicious

Olimpiu Pop — Tue, 06 Oct 2026 05:05:00 GMT

Przemyslaw Alexander Kaminski created RACE, a Rust terminal multiplexer on an infinite canvas that detaches child shells into background processes. When he launched an ad campaign, automated scanners suspended his account for malware despite clean notarization and Safe Browsing checks. The flag illustrates operational deadlocks when ad heuristics evaluate POSIX process architectures.

By Olimpiu Pop

Cloudflare Introduces CLI for AI Agents, Sunsetting Wrangler

Renato Losio — Tue, 06 Oct 2026 04:59:00 GMT

Cloudflare recently launched the open beta of cf, a new open-source, agent-focused command-line interface for interacting with Cloudflare services through a unified CLI. Written in TypeScript, it provides structured output and command discovery to make Cloudflare’s APIs easier for both developers and AI agents.

By Renato Losio

Java News Roundup: JobRunr 9, OpenXava 8, Quarkus, LangChain4j, JNoSQL, Introducing Lathe

Michael Redlich — Mon, 05 Oct 2026 17:00:00 GMT

This week's Java roundup for September 28th, 2026, features news highlighting: the GA releases of JobRunr 9.0 and OpenXava 8.0; point releases for Quarkus, Micronaut, LangChain4j, Eclipse JNoSQL; ADK for Java and ADK for Kotlin; and introducing Lathe, a new Java language server.

By Michael Redlich

Akka Tests Spec-Driven AI Delivery across 65 Open Source Projects

Leela Kumili — Mon, 05 Oct 2026 13:58:00 GMT

Akka used 65 open-source projects to examine how specification structure, context, model selection, automated validation, and delivery guardrails affect AI assisted software porting. The experiment measured time, token use, code size, test parity, and performance, finding substantial variation across models, effort levels, and project types.

By Leela Kumili