Microsoft just released Agent Lightning v1.0. Here’s why it matters for platform engineers.
Agentic reinforcement learning has been suffering from a disconnect, an uncoupling, and a misarticulation. The polarity arises from how a The post M…
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Presentation: Continuous Delivery for Foundational Platforms
Ian Nowland discusses why conventional CI/CD practices break down for stateful, core infrastructure. Drawing from his leadership at AWS and Datadog,…
Presentation: Prompt to Prod: Engineering an Autonomous SDLC at Scale
Andrew Swerdlow shares how Roblox scales autonomous software development from prompt to production. He discusses building robust security sandboxes,…
Article: Rightsizing Platform Engineering: Building the Platform Your Organization Actually Needs
Shift-left and DevOps have impacted how we flow changes from inception to production, but at the cost of increased cognitive load and duplication of…
The open mainframe: the keystone of the end-to-end digital enterprise
In the first article in this series, I discussed how the Open Mainframe Project (OMP) and its open-source framework, Zowe, The post The open mainfra…
Presentation: SafeChat: Building AI-Powered Safety Systems at Scale in a Real-Time Marketplace
Bruna Pereira explains how DoorDash built a content-agnostic AI moderation platform. She covers replacing costly LLM-only pipelines with a hybrid pa…
How to build smarter OpenSearch alerts: Join our live conversation
OpenSearch is a top-level open-source project under the Linux Foundation, backed by Amazon Web Services and other prominent players. The The post Ho…
AWS deprecated this EKS auth method. 81% of clusters still run it.
The migration to Kubernetes and cloud native infrastructure has been one of the defining IT trends of the past decade. The post AWS deprecated this…
Per-developer environments were the goal. Agents moved the goalposts.
Multi-tenancy has moved in one direction for 60 years: the tenant keeps getting smaller. Mainframe time-sharing carved a single machine The post Per…
Podcast: Cloud and DevOps InfoQ Trends Report 2026: AI, Resilience, Platforms, FinOps, and Sovereignty
In this episode of the podcast, members of the InfoQ editorial staff and friends of InfoQ will discuss current trends in the cloud and DevOps domain…
Presentation: Producing the World's Cheapest Tokens: A How-to Guide
Meryem Arik discusses strategies for designing low-cost LLM inference architectures for high-volume, non-real-time workloads. She explains how softw…
JetBrains Details Its First Steps to Bring Rapidly Growing AI Spend Under Control
JetBrains has described how it began centralising AI usage after development-related spending increased roughly tenfold in six months. Rather than r…
Buildpacks Move the Container Hardening Control Point Away From the Dockerfile
Cloud Native Buildpacks, which graduated within the CNCF in July 2026, move base image choice out of per-service Dockerfiles into a single builder o…
Platform Engineering ROI: What it costs to build your own platform
What it actually costs to build your own internal developer platform over five years, and why most “we’ll just build The post Platform Engineering R…
Why your KubeVirt VMs can’t move between clusters — and how EVPN fixes it
Your team has moved VMs to Kubernetes with KubeVirt. The workloads are running. The team is gaining confidence. Then someone The post Why your KubeV…
Coinbase, Shopify and Ramp all built their own coding agents. All three still pay Anthropic.
Enterprise engineering teams are converging on a common architecture for AI-assisted software development. Coinbase, Shopify, and Ramp have each bui…
Instacart Builds Blueberry, an AI-Powered Assistant to Help On-Call Engineers Investigate Incidents
Instacart introduced Blueberry, an AI-assisted incident response system that helps on-call engineers investigate production issues faster. It combin…
Podcast: Culture & Methods Trends 2026: The Human Side of AI Engineering
This is the Engineering Culture Trends Report for 2026. Featuring a panel of QCon speakers and InfoQ contributors, they discussed AI adoption maturi…
Article: InfoQ Culture and Methods Trends Report - 2026
This report summarizes how the InfoQ Culture and Methods editorial team sees the ongoing and emergent trends in the culture and methods space in 202…
Say goodbye to K8s GPU pain: How DRA changes everything
Consider a platform team managing a shared GPU cluster with a mix of B200s, H100s, and recently added B300s. Every The post Say goodbye to K8s GPU p…
“Just rewrite it”: What platform teams really think about modernization
Mergers, acquisitions, and the steady churn of business and technology initiatives are creating something nobody asked for: Duplicate infrastructure…
From Projects to Products: Turning Platforms into Products People Use
Having a platform is not enough; the real challenge is ensuring that it is understandable, usable, and actually adopted by its users. A capability i…
Presentation: From ms to µs: OSS Valkey Architecture Patterns for Modern AI
Dumanshu Goyal discusses optimizing data layers for low-latency workloads like AI feature stores. Drawing lessons from NASA's Space Shuttle, he expl…
Every software company will become a dev tools company
If most software will soon be built by machines, the job of software engineers will change: from writing software to The post Every software company…
Platform Engineering Maturity Emerges as a Key Differentiator for Enterprise AI Success
Platform engineering maturity is emerging as an important factor in determining whether organizations can turn AI adoption into sustainable operatio…
AI-generated software is forcing yet another platform rethink
“Raise your hand if your team is actively using AI to write and review code. Now keep it up if The post AI-generated software is forcing yet a…
Article: The Hard-Stop Rule: From 3 HCM Monoliths to 120 Domain Microservices
A payroll and HR software team rebuilt three monoliths into over 120 smaller services over five years, with no dedicated migration budget. Every new…
Article: An Evolutionary Architecture Pattern for Managing AI’s Pace of Change
Traditional API gateways assume deterministic services and simple schemas - assumptions agentic AI breaks. Discover why enterprise engineering leade…
Expedia Uses AI Driven Service Telemetry Analyzer to Accelerate Incident Investigation
Expedia Group has introduced STAR, an internal AI-assisted observability platform that helps engineers investigate production incidents using servic…
Achieving Compliance as a Platform Engineering Team by Helping Developers
When a new platform team set out on implementing their roadmap through forced workflows with poor documentation, developer experience declined. Succ…