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InfoQ

Latest articles from InfoQ• Updated 2 minutes ago

InfoQ

Pinterest Engineering Reduces Android CI Build Times by 36% with Runtime-Aware Sharding

Pinterest published a technical case study detailing how its engineering team cut Android end-to-end (E2E) continuous integration (CI) build times by more than 36 percent by adopting a runtime-aware test-sharding strategy and building an internal testing platform. By Craig Risi

infoq.com
Craig Risi
about 3 hours ago
InfoQ

Presentation: Lessons Learned From Shipping AI-Powered Healthcare Products

Clara Matos discusses the journey of shipping AI-powered healthcare products at Sword Health. She explains how to implement input/output guardrails for regulated industries and shares a framework for robust evaluations using human and LLM-based ratings. From prompt engineering to RAG and user feedback loops, she shares a data-driven roadmap for building reliable AI care agents at scale. By Clara Matos

infoq.com
InfoQ

Article: Where Architects Sit in the Era of AI

As AI evolves from tool to collaborator, architects must shift from manual design to meta-design. This article introduces the "Three Loops" framework (In, On, Out) to help navigate this transition. It explores how to balance oversight with delegation, mitigate risks like skill atrophy, and design the governance structures that keep AI-augmented systems safe and aligned with human intent. By Dave Holliday, João Carlos Gonçalves, Manoj Kumar Yadav

infoq.com
Dave Holliday, João Carlos Gonçalves, Manoj Kumar Yadav
about 6 hours ago
InfoQ

JEP 500: Java to Enforce Strict Final Field Immutability by Restricting Reflection

JEP 500 prepares the Java ecosystem for final field integrity in JDK 26, restricting deep reflection mutations. This crucial update aims to enhance safety and performance by closing a long-standing loophole, transitioning toward stricter encapsulation. Developers can now anticipate warnings when attempting these mutations, ensuring a reliable path for future optimizations. By A N M Bazlur Rahman

infoq.com
InfoQ

InfoQ Announces January Online Architect Cohort Focused on Socio-Technical Leadership

InfoQ announces the January 2026 intake for its Certified Architect Program. Facilitated by Luca Mezzalira, this 5-week online cohort focuses on socio-technical leadership, helping senior architects bridge the gap between technical design and organizational influence. Participants engage in weekly applied learning and peer collaboration to earn the ICSAET certification. By Ian Robins

infoq.com
InfoQ

Lessons Learned from Migrating a Legacy Test Suite to Gauge with Kotlin

Liran Yushinsky shared how his team replaced brittle bash and kubectl tests with a unified Kotlin + Gauge framework. Using Fabric8, Terraform, and Ansible, they automated their test environments. Feedback loops dropped from hours to minutes, developers joined testing efforts, and shared ownership boosted quality and release speed. By Ben Linders

infoq.com
InfoQ

Google Cloud Launches Managed MCP Support

Google Cloud's introduction of fully managed Model Context Protocol (MCP) servers revolutionizes its API infrastructure, streamlining access for developers. This enterprise-ready solution enhances AI integration across services such as Google Maps and BigQuery while promoting wide-scale adoption. New tools ensure governance and security, and are currently in public preview. By Steef-Jan Wiggers

infoq.com
InfoQ

Article: Architecture in a Flow of AI-Augmented Change

While AI adoption is surging, most organizations fail to scale past pilots. The solution lies in organizational structure, not just technology. This article details how architects can enable "fast flow" by defining clear domains and guardrails. Learn how to shift from controlling outcomes to curating context, allowing AI to drive continuous, valuable business change. By Jonathan McPhail, Juan Medina, Jake DeCrane, Isuru Wijesundara

infoq.com
Jonathan McPhail, Juan Medina, Jake DeCrane, Isuru Wijesundara
1 day ago
InfoQ

QCon AI New York 2025: Moving Mountains: Migrating Legacy Code in Weeks Instead of Years

David Stein, Principal AI Engineer at ServiceTitan, presented “Moving Mountains: Migrating Legacy Code in Weeks instead of Years” at QCon AI New York 2025. Stein demonstrated how migrations don’t have to be synonymous to “moving mountains” and introduced the concepts of the Principle of Acceleration and the Assembly Line Pattern. By Michael Redlich

infoq.com

Reddit

Top posts from tech subreddits• Updated 2 minutes ago

Reddit

Realist meme of the year!

i.redd.it
862
55
Slight_Tone_2188
about 9 hours ago
Reddit

Split View is so good for webdev!

i.redd.it
631
81
bobemil
about 14 hours ago

Hugging Face Trending

Popular models from Hugging Face• Updated 2 minutes ago

functiongemma-270m-it

Task: text-generation

circuit-sparsity

Task: text-generation

NVIDIA-Nemotron-3-Nano-30B-A3B-FP8

Task: text-generation

bu-30b-a3b-preview

Task: image-text-to-text

132
2,782

AutoGLM-Phone-9B

Task: image-text-to-text

358
66,717

GitHub Trending

Popular repositories from GitHub• Updated 16 minutes ago

superset

Apache Superset is a Data Visualization and Data Exploration Platform

servo

Servo aims to empower developers with a lightweight, high-performance alternative for embedding web technologies in applications.

ruff

An extremely fast Python linter and code formatter, written in Rust.

maplibre-gl-js

MapLibre GL JS - Interactive vector tile maps in the browser

osv-scanner

Vulnerability scanner written in Go which uses the data provided by https://osv.dev

srs

SRS is a simple, high-efficiency, real-time media server supporting RTMP, WebRTC, HLS, HTTP-FLV, HTTP-TS, SRT, MPEG-DASH, and GB28181, with codec support for H.264, H.265, AV1, VP9, AAC, Opus, and G.711.

meshery

Meshery, the cloud native manager