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Development

Featured in Development

Stateful Continuation for AI Agents: Why Transport Layers Now Matter

Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 15–29% .

All in development

Architecture & Design

Featured in Architecture & Design

Panel: Taking Architecture out of the Echo Chamber

Andrew Harmel-Law and a panel of expert architects discuss the shifting practice of architecture in 2025. They explain strategies for communicating technical debt to stakeholders, the benefits of decentralized decision-making through ADRs, and the career paths of modern leaders. The panel shares insights on bridging the gap between mobile and backend teams to ensure a holistic system.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

State of Play: AI Coding Assistants

Birgitta Böckeler discusses the rapid evolution of AI agents, moving beyond "vibe coding" to sophisticated context engineering. She explains how architectural constraints and "harness engineering" create the safety nets required for autonomous code generation. She shares vital insights for leaders on balancing speed with maintainability, security risks, and the cost of AI autonomy.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Local First – How To Build Software Which Still Works After the Acquihire

Alex Good discusses the fragility of modern cloud-dependent apps and shares a roadmap for "local-first" software. By leveraging a Git-like DAG structure and Automerge, he explains how to move from brittle client-server models to resilient systems where data lives on-device. He explores technical implementation, rich-text merging, and how this infrastructure simplifies engineering workflows.

All in culture-methods

DevOps

Featured in DevOps

Duolingo's Kubernetes Leap

Franka Passing discusses the architectural shift of Duolingo’s 500+ backend services to Kubernetes. She explains the move toward GitOps with Argo CD, the transition to IPv6-only pods, and the "cellular architecture" used to isolate environments. She shares "reports from the trenches" on managing developer trust, navigating AWS rate limits, and productionizing early adopter services.

All in devops

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Online InfoQ Architect Certification

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QCon AI Boston

Learn how leading engineering teams run AI in production—reliably, securely, and at scale.

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InfoQ Homepage Kinect Content on InfoQ

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Pre-release Kinect for Windows

William Fink demos a pre-release Kinect for Windows, showing its new features and capabilities.

William Fink
on Dec 06, 2014

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01:00:29

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Topics

Stateful Continuation for AI Agents: Why Transport Layers Now Matter

Panel: Taking Architecture out of the Echo Chamber

State of Play: AI Coding Assistants

Local First – How To Build Software Which Still Works After the Acquihire

Duolingo's Kubernetes Leap

Helpful links

Choose your language

Presentations

Pre-release Kinect for Windows

Stateful Continuation for AI Agents: Why Transport Layers Now Matter

When Every Bit Counts: How Valkey Rebuilt Its Hashtable for Modern Hardware

Bloom Filters: Theory, Engineering Trade‑offs, and Implementation in Go

Cloudflare and ETH Zurich Outline Approaches for AI-Driven Cache Optimization

Pinterest Reduces Spark OOM Failures by 96% Through Auto Memory Retries

Anthropic Designs Three-Agent Harness Supports Long-Running Full-Stack AI Development

Local First – How To Build Software Which Still Works After the Acquihire

Inside Spotify’s 2025 Wrapped Archive: AI Narratives at Scale and the Privacy Trade‑Off

A Better Alternative to Reducing CI Regression Test Suite Sizes

State of Play: AI Coding Assistants

Google Open Sources Experimental Multi-Agent Orchestration Testbed Scion

Context Engineering with Adi Polak

GitHub Actions Custom Runner Images Reach General Availability

Istio Evolves for the AI Era with Multicluster, Ambient Mode, and Inference Capabilities

Duolingo's Kubernetes Leap

Online InfoQ Architect Certification

QCon AI Boston

QCon San Francisco

InfoQ Software Architects' Newsletter

Presentations