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Top stories from the Hacker News community• Updated 13 minutes ago

InfoQ

Latest articles from InfoQ• Updated 7 minutes 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

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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

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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
Steef-Jan Wiggers
about 21 hours ago
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
about 23 hours 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

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InfoQ

OpenAI at QCon AI NYC: Fine Tuning the Enterprise

At QCon AI NYC 2025, Will Hang from OpenAI unveiled Agent RFT—a cutting-edge reinforcement fine-tuning approach for tool-using agents. By optimizing prompts and tasks before model adjustments, Hang showcased effective strategies to enhance decision-making and efficiency, emphasizing a balanced grading system. The session revealed a future where smarter agents reduce latency and improve outcomes. By Andrew Hoblitzell

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InfoQ

Presentation: Scaling Cloud and Distributed Applications: Lessons and Strategies From chase.com, #1 Banking Portal in the US

Durai Arasan explains the architectural strategies used to scale Chase.com to 67M+ active users. He discusses achieving high resilience through multi-region isolation, slashing latency by 71% via edge computing, and utilizing automated "infrastructure repaving" to eliminate security drift. He shares vital lessons on self-healing observability and building an engineering-first culture. By Durai Arasan

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InfoQ

AWS Debuts “DevOps Agent” to Automate Incident Response and Improve System Reliability

AWS recently announced the public preview of AWS DevOps Agent, a new "frontier agent" that aims to help organizations react more quickly to production incidents, identify root causes, and proactively strengthen system reliability. By Craig Risi

infoq.com

Reddit

Top posts from tech subreddits• Updated 7 minutes ago

Reddit

Split View is so good for webdev!

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bobemil
about 6 hours ago

Hugging Face Trending

Popular models from Hugging Face• Updated 25 minutes ago

functiongemma-270m-it

Task: text-generation

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Task: image-text-to-text

bu-30b-a3b-preview

Task: image-text-to-text

130
2,407

sam3

Task: mask-generation

GLM-ASR-Nano-2512

Task: automatic-speech-recognition

GitHub Trending

Popular repositories from GitHub• Updated 39 minutes ago

AWS-Certified-Cloud-Practitioner-Notes

AWS Certified Cloud Practitioner Short Notes And Practice Exams (CLF-C02)

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doris

Apache Doris is an easy-to-use, high performance and unified analytics database.

json

JSON for Modern C++

openapi-generator

OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)