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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 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

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

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

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

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

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

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

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

AI Is Inventing Academic Papers That Don’t Exist — And They’re Being Cited in Real Journals

China now has 165% of the solar manufacturing capacity needed to bring the world to net zero carbon emissions by 2050

[D] AISTATS is Desk-Rejecting Papers Where Authors Accessed Reviewer Identities via the OpenReview Bug

I'm getting really tired of being forcefed ai....

An independent Korean researcher is trying to democratize LLM pretraining with a 1.5B model

Nvidia plans heavy cuts to GPU supply in early 2026

AI hitting cultural sector hard: Fifth of freelance artists have lost income, work

I built an app where you can see how your body may change in 7, 30, and 90 days on your 3D avatar, based on what you eat, your body mass index, your daily physical activity level, etc.

Apple introduces SHARP, a model that generates a photorealistic 3D Gaussian representation from a single image in seconds.

Tongyi-MAI

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Z-Image-Turbo

Task: text-to-image

NVIDIA

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NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

Task: text-generation

Tencent

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HY-WorldPlay

Task: text-to-3d

Xiaomi MiMo

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MiMo-V2-Flash

Task: text-generation

Resemble AI

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chatterbox-turbo

Task: text-to-speech

Microsoft

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Task: text-to-speech

FunAudioLLM

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Fun-CosyVoice3-0.5B-2512

Microsoft

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TRELLIS.2-4B

Task: image-to-3d

Z.ai

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AutoGLM-Phone-9B

Task: image-text-to-text

google

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osv-scanner

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

Azure

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bicep-registry-modules

Bicep registry modules

k3s-io

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k3s

Lightweight Kubernetes

maplibre

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maplibre-gl-js

MapLibre GL JS - Interactive vector tile maps in the browser

ClickHouse

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ClickHouse

ClickHouse® is a real-time analytics database management system

facebookresearch

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faiss

A library for efficient similarity search and clustering of dense vectors.

bitnami-labs

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sealed-secrets

A Kubernetes controller and tool for one-way encrypted Secrets

huggingface

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transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

siyuan-note

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siyuan

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.