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Development

Featured in Development

Go Channels: Understanding Happens-Before for Safe Concurrency

This article dives into the happens-before semantics of Go channels, explaining how they relate to memory visibility, synchronization, and concurrency correctness. We'll examine subtle pitfalls, illustrate them with examples, and explore the architectural implications for system designers.

All in development

Architecture & Design

Featured in Architecture & Design

Building Resilient Platforms: Insights from Over Twenty Years in Mission-Critical Infrastructure

Building resilient platforms requires understanding the art and science of creating infrastructure that others depend on for critical applications. This perspective applies to anyone who builds software consumed by others at scale. Whether developing infrastructure platforms, software development platforms, or messaging systems, principles address how to build software that others consume at scale

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Growing and Cultivating Strong Machine Learning Engineers

Vivek Gupta shares best practices for managing and mentoring ML engineers, from early-career development to senior leadership growth. He breaks down the crucial, distinct skills for Production Machine Learning, including data/model management, building training pipelines, LLM prompt evaluation, privacy/security, and integrating human-in-the-loop processes for reliable, scalable AI systems.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Shine Bright as an IC: Growing Yourself as Your Company Grows

Suhail Patel discusses how senior engineers and tech leaders must go beyond technical mastery to achieve staff-plus growth. He explains how to leverage one-to-ones, intentional interviewing (as learning opportunities), and visible writing to build influence and your network. Get practical advice on making ambitious bets and fixing organizational cracks to grow your team and company.

All in culture-methods

DevOps

Featured in DevOps

You Are Asking the Wrong Questions (about Reliability and SRE)

David Blank-Edelman (Microsoft SRE Academy) explains seven essential questions to elevate your reliability practice. He challenges engineering leaders to redefine reliability metrics beyond availability, replace "root cause" with contributing factors, critique the five whys, re-evaluate the true goals of toil automation, and understand SRE's role (firefighting vs. partnership).

All in devops

Events

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QCon San Francisco 2025

Get production-proven patterns from the leaders who scaled a GenAI search platform to millions, migrated a core ML system without downtime, and architected a global streaming service from the ground up.

Early Bird ends Nov 11.

QCon AI New York 2025

Move beyond AI demos to real engineering impact. Discover how teams embed LLMs, govern models, and scale inference pipelines to accelerate development securely.

Early Bird ends Nov 11.

QCon London 2026

Benchmark your systems against leading engineering teams. See what really works in FinOps, modern Java, and distributed data architectures to balance cost, scale, and reliability.

Early Bird ends Nov 11.

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AI, ML & Data Engineering

InfoQ AI, ML and Data Engineering Trends Report - 2025

This InfoQ Trends Report offers readers a comprehensive overview of emerging trends and technologies in the areas of AI, ML, and Data Engineering. This report summarizes the InfoQ editorial team’s and external guests' view on the current trends in AI and ML technologies and what to look out for in the next 12 months.

Srini Penchikala Savannah Kunovsky Anthony Alford Daniel Dominguez Vinod Goje
on Sep 24, 2025
AI, ML & Data Engineering

Bridging Modalities: Multimodal RAG for Advanced Information Retrieval

In this article, the authors discuss how multi-model retrieval augmented generation (RAG) techniques can enhance AI by integrating multiple modalities like text, images, and audio for deeper contextual understanding, with help of a practical example of a healthcare application.

Suruchi Shah Suraj Dharmapuram
on Apr 07, 2025

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Topics

Go Channels: Understanding Happens-Before for Safe Concurrency

Building Resilient Platforms: Insights from Over Twenty Years in Mission-Critical Infrastructure

Growing and Cultivating Strong Machine Learning Engineers

Shine Bright as an IC: Growing Yourself as Your Company Grows

You Are Asking the Wrong Questions (about Reliability and SRE)

Helpful links

Choose your language

Articles

InfoQ AI, ML and Data Engineering Trends Report - 2025

Bridging Modalities: Multimodal RAG for Advanced Information Retrieval

Redis Critical Remote Code Execution Vulnerability Discovered after 13 Years

How Meta Is Using AI to Standardize and Cut Carbon Emissions

Meta Open Sources OpenZL: a Universal Compression Framework for Structured Data

Building Resilient Platforms: Insights from Over Twenty Years in Mission-Critical Infrastructure

Architecture Should Model the World as It Really Is: A Conversation with Randy Shoup

Inside Uber’s Query Architecture: Simplifying Layers and Improving Observability

How AI with Prompt Engineering Supports Software Testing

Changing a Career from Developing Software to Test Automation

Shine Bright as an IC: Growing Yourself as Your Company Grows

CodeClash Benchmarks LLMs through Multi-Round Coding Competitions

Growing and Cultivating Strong Machine Learning Engineers

Embedding Atlas: Apple’s Open-Source Tool for Exploring Large-Scale Embeddings Locally

Microsoft Moves Azure DevOps MCP Server from Preview to General Availability

Grafana and GitLab Introduce Serverless CI/CD Observability Integration

You Are Asking the Wrong Questions (about Reliability and SRE)

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QCon London

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