InfoQ

Six Sessions at QCon AI Boston 2026 That Take Productionizing AI Seriously

Artenisa Chatziou — Thu, 21 May 2026 15:15:00 GMT

QCon AI Boston 2026 is close to selling out. Six sessions where speakers engage directly with the gap between AI working in a demo and AI working in production.

By Artenisa Chatziou

Presentation: The Ironies of A^2 I^2

J. Paul Reed — Thu, 21 May 2026 12:55:00 GMT

J. Paul Reed discusses the "ironies of automation" - a 40 years-old concept now amplified by AI. He explains how advanced systems often make the human operator more crucial, not less, while simultaneously degrading the skills needed to intervene. Sharing real-world stories of "AI-fueled" incidents, he shares why over-reliance on AI can double recovery times and how to maintain resilience.

By J. Paul Reed

How Platform Engineering Using Golden Bricks Can Enable Fast and Smooth Delivery

Ben Linders — Thu, 21 May 2026 11:35:00 GMT

Platform engineering should have a product focus, as developers are customers; they must provide composable, self-service capabilities, golden bricks rather than rigid golden paths, so teams can move quickly while maintaining consistency. Success is measured through adoption, developer experience, and business outcomes such as deployment frequency and change failure rate.

By Ben Linders

OpenTofu 1.12 The Feature Terraform Never Shipped

Claudio Masolo — Thu, 21 May 2026 10:00:00 GMT

The OpenTofu community released version 1.12.0 on May 14, 2026. This update isn’t a complete rewrite, but it does resolve some issues that infrastructure teams have faced for a while.

By Claudio Masolo

With Android CLI, Google is Making the Android Toolchain Agent-Friendly

Sergio De Simone — Thu, 21 May 2026 10:00:00 GMT

Google introduced new Android development tools that enable building apps up to 3x faster by using AI agents, including a redesigned Android command-line interface (CLI), structured skills", and an integrated knowledge base. These tools are designed to support agent-driven workflows and are compatible with third-party agents such as Claude Code and Codex, in addition to Google Gemini.

By Sergio De Simone

Article: The Mathematics of Backlogs: Capacity Planning for Queue Recovery

Rajesh Kumar Pandey — Thu, 21 May 2026 09:00:00 GMT

Backlogs in distributed systems are arithmetic problems, not mysteries. This article provides practical formulas for calculating backlog drain time, sizing consumer headroom, and setting auto-scaling triggers. It covers key failure modes — retry amplification, metastable states, and cascading pipeline bottlenecks — plus when to shed load instead of draining.

By Rajesh Kumar Pandey

Designing a Multi-Agent System for Engineering Support at Scale: a Case Study from Grab

Leela Kumili — Wed, 20 May 2026 14:38:00 GMT

Grab’s Central Data Team built a multi-agent AI system to automate repetitive engineering support tasks across its data warehouse platform. The system separates investigation and enhancement workflows using specialized agents coordinated via an orchestration layer. It reduces operational load, improves resolution speed, and shifts engineering effort from firefighting to platform engineering work.

By Leela Kumili

Presentation: The AI Gateway: Scaling Centralized Inference Across Decentralized Teams

Meryem Arik — Wed, 20 May 2026 12:40:00 GMT

Meryem Arik discusses why modern engineering teams face "inference chaos" and how AI model gateways provide a critical control layer. She explains the balance between empowering decentralized teams to choose the best models and maintaining centralized oversight for security, RBAC, and cost control. Explore open-source solutions like LiteLLM and Doubleword to streamline your AI infra.

By Meryem Arik

OpenAI Outlines WebRTC Architecture for Low-Latency Voice AI at Scale

Eran Stiller — Wed, 20 May 2026 12:30:00 GMT

OpenAI recently outlined how it adapted WebRTC for low-latency voice AI at global scale. The new architecture replaced a conventional media termination model with a relay-transceiver design better suited to Kubernetes and cloud load balancers. It keeps WebRTC session state in a dedicated transceiver layer while using relays to reduce public UDP exposure and keep media routing close to users.

By Eran Stiller

Pip 26.1 Ships Dependency Cooldowns and Experimental Lockfile Support to Combat Supply Chain Attacks

Steef-Jan Wiggers — Wed, 20 May 2026 10:04:00 GMT

Pip 26.1 ships dependency cooldowns that enforce a waiting period before newly published packages can be installed, and experimental pylock.toml lockfile support from PEP 751. Research shows a 7-day cooldown would have prevented 8 out of 10 analyzed supply chain attacks from reaching end users.

By Steef-Jan Wiggers

Anthropic Introduces MCP Tunnels for Private Agent Access to Internal Systems

Robert Krzaczyński — Tue, 19 May 2026 19:20:00 GMT

Anthropic has expanded its Claude Managed Agents platform with two enterprise-focused capabilities: self-hosted sandboxes and MCP tunnels. The release aims to address a recurring challenge in enterprise AI deployments, where organizations want to use autonomous agents but cannot allow execution environments or internal systems to leave their security perimeter.

By Robert Krzaczyński

Agoda Builds Multimodal Content System to Bridge Images and Reviews in Travel Discovery

Leela Kumili — Tue, 19 May 2026 14:29:00 GMT

Agoda Multimodal Content Systemhttps://example.com/agoda-multimodal-content-systemAgoda unifies hotel images and guest reviews using a shared topic taxonomy, enabling multimodal retrieval across 700M+ images and multilingual reviews with offline enrichment and low-latency serving.

By Leela Kumili

Presentation: Powering the Future: Building Your GenAI Infrastructure Stack

Merrin Kurian — Tue, 19 May 2026 12:43:00 GMT

Merrin Kurian shares the architectural blueprints and organizational processes behind Intuit’s AI transformation. She explains the "fixed, flexible, free" framework used to scale GenOS across 8,000 developers, enabling 3,500+ production experiments. She discusses critical agent failure modes, the "LLM-as-a-judge" evaluation strategy, and how to build "tool-ready" APIs for the future.

By Merrin Kurian

TanStack Details Sophisticated npm Supply Chain Attack That Compromised 42 Packages

Craig Risi — Tue, 19 May 2026 12:00:00 GMT

TanStack has released a detailed postmortem describing a sophisticated supply-chain attack that compromised 42 npm packages and published 84 malicious package versions in just six minutes, exposing developers and CI/CD systems to credential theft and malware propagation.

By Craig Risi

Article: Kernel-Level Ground Truth: Why eBPF is Replacing User-Space Agents for Security Observability

Niranjan Sharma — Tue, 19 May 2026 09:00:00 GMT

eBPF is emerging as a preferred method for security observability over traditional user-space agents. By attaching probes directly to the Linux kernel's syscall interface, it provides consistent visibility even during container-level compromises. eBPF reduces security-related CPU consumption and limits data volume by performing filtering at the kernel level, enhancing operational efficiency.

By Niranjan Sharma