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Wednesday, January 28, 2026

Towards a science of scaling agent systems: When and why agent systems work

2026-01-28 11:00
New research explores scaling principles for AI agent systems through a study of 180 configurations. Key findings show that while multi-agent coordination boosts performance in parallel tasks, it can hinder outcomes in sequential ones. A predictive model was also developed to identify optimal architectures for 87% of unseen tasks. This challenges the common belief that "more agents are better," highlighting the need for careful design in agent systems. #AI #AgentSystems #GenerativeAI...

Spring Data JDBC Made Easy with IntelliJ IDEA

2026-01-28 09:59
🚀 IntelliJ IDEA simplifies Spring Data JDBC development! This IDE offers support for bean navigation, method completion, and HTTP request generation for controllers. With the recent update, it now provides first-class support for Spring Data JDBC, similar to its JPA capabilities. You can easily generate entities from DB tables, create diff scripts for model changes, and compare DB versions. For setup, connect to your database through the Database tool window and register your DataSource...
Andrey Belyaev

Google Colab Support Is Now Available in PyCharm 2025.3.2

2026-01-28 09:33
🚀 Exciting news for Python developers! Google Colab support is now integrated into PyCharm 2025.3.2. This update allows users to connect local IDE workflows with Colab-hosted notebooks, enhancing productivity for data exploration and ML/AI projects. 📊 You can easily sign in to your Google account and manage notebooks directly in PyCharm, with features like navigation and inline outputs. This integration streamlines the process of working with local and cloud resources, making it easier to...
Ilia Afanasiev

So you need more than port 80: Exposing custom ports in Kubernetes

2026-01-28 07:01
🚀 In Kubernetes, developers often seek to expose custom ports beyond the usual HTTP/HTTPS. This includes ports for databases, SSH, and real-time applications. 🔧 The article explains how to create services supporting these nonstandard ports and expose them outside the cluster. Key service types like ClusterIP and LoadBalancer are highlighted for managing traffic effectively. 🌐 Learn about the role of MetalLB for on-premise setups and cloud deployments to facilitate external load balancing. For...
Simon Delord

A guide to AI code assistants with Red Hat OpenShift Dev Spaces

2026-01-28 03:01
🚀 AI code assistants are transforming development by aiding in writing, editing, and debugging code. These tools utilize large language models (LLMs) trained on extensive codebases to enhance productivity significantly. 🔍 Red Hat OpenShift Dev Spaces offers a robust cloud development environment that allows developers to work remotely with VS Code or Jetbrains IDEs. Key features include environment as code and quick onboarding, reducing common configuration issues. 🔒 When integrating AI...
Mokhtar Alarhabi

Performance and load testing in Identity Management (IdM) systems using encrypted DNS (eDNS)

2026-01-28 03:01
🔍 The first part of a two-part series explores performance testing in Identity Management (IdM) systems using encrypted DNS (eDNS). The study examines how IdM functions under high load with over 1,000 DNS requests per second, comparing traditional DNS over UDP and TCP with DNS over TLS (DoT). Key findings detail metrics like queries per second (QPS), latency, and resource use, with results visualized using Prometheus and Grafana. The article emphasizes the impact of encryption on performance...
Josep Andreu Font, Ramon Gordillo Gutierrez

Nemotron-Personas-Brazil: Co-Designed Data for Sovereign AI

2026-01-28 00:56
Discover how Nemotron is advancing Sovereign AI with a unique approach to Brazilian Portuguese personas. This project focuses on co-designed data that reflects real-world distributions, enhancing AI interactions. By prioritizing local context, the initiative aims to improve AI's understanding and responsiveness in Brazilian settings. #SovereignAI #ArtificialIntelligence #Brazil #DataInnovation 🤖🇧🇷📊

Career Connections: Part Two—career advice for roles outside games

2026-01-28 00:00
Discover valuable insights from the "Career Connections" video series! 🎥 This series focuses on pursuing roles in interactive 3D beyond the gaming industry. It covers diverse fields such as film, TV, live events, architecture, and automotive. Gain practical knowledge to enhance your career opportunities in these exciting sectors! #CareerAdvice #Interactive3D #JobOpportunities #FilmAndTV #Architecture

CrowdStrike Named a Customers’ Choice in 2026 Gartner® Voice of the Customer for Endpoint Protection Platforms

2026-01-28 00:00
🎉 Exciting news! CrowdStrike has been recognized as a Customers’ Choice in the 2026 Gartner® Voice of the Customer for Endpoint Protection Platforms. With the highest number of 5-star ratings and a 97% Willingness to Recommend score, CrowdStrike stands out in the EPP landscape. This marks their sixth consecutive recognition since the report began. Customers across various industries praise the Falcon® platform for its AI-native security and seamless deployment. #CrowdStrike #CyberSecurity...
Chris Prall

Data Protection Day 2026: From Compliance to Resilience

2026-01-28 00:00
Data Protection Day 2026 highlights the shift in data protection from compliance to resilience. As cyber threats evolve, organizations must adapt to new realities shaped by AI and remote work. The increase in eCrime and identity abuse calls for stronger security measures beyond traditional compliance. Reflecting on these changes is crucial for ensuring data protection meets today's challenges. 🔒🌐 #DataProtectionDay #CyberSecurity #AI #Resilience #DataPrivacy
Drew Bagley - Christoph Bausewein

Discover over 50 free Niagara systems ready to use in Unreal Engine 5.7

2026-01-28 00:00
Unlock your creativity with the Niagara Examples Pack! 🎮 This pack offers over 50 ready-to-use Niagara systems for Unreal Engine 5.7. Explore a variety of effects, including explosions, bullet impacts, sparks, fire, and smoke. Enhance your project with systems for player and weapon buffs/debuffs and more. #UnrealEngine #Niagara #GameDev #FreeResources #IndieDev

Experimenting with Gateway API using kind

2026-01-28 00:00
🚀 Setting up a local experimental environment with Gateway API on kind is now easier! This guide walks you through creating a Kubernetes cluster, deploying cloud-provider-kind, and configuring Gateway API resources for testing. Before starting, ensure you have Docker, kubectl, kind, and curl installed. 🔧 Key steps include: 1. Create a kind cluster. 2. Install cloud-provider-kind for LoadBalancer and Gateway API. 3. Deploy a demo application and test Gateway routing. Remember, this setup is...

How Elastic Support uses AI to deliver faster, expert-verified solutions

2026-01-28 00:00
At Elastic Support, AI is used to enhance, not replace, human expertise. 🤖 Every response is carefully reviewed and refined by engineers to ensure accuracy and high quality. This "human-in-the-loop" approach prioritizes both speed and expert judgment. Elastic offers two support paths: customer self-service and expert assistance, ensuring clarity in the support experience. #ElasticSupport #AI #ExpertAssistance #CustomerExperience #TechSupport
Source: Elastic Blog
Parth Pathak,Julie Rudd,Damian Pfister

Identity resolution: what it is and how it works

2026-01-28 00:00
Understanding identity resolution is key to effective marketing. 📊 This process connects customer interactions across various touchpoints—like apps, websites, and social media—into a single profile. This unified view helps teams serve customers better by providing a complete picture of their behaviors. The article also explores deterministic vs. probabilistic approaches and the importance of implementing identity resolution effectively. #MarketingStrategy #CustomerExperience #DataIntegration...
Geoffrey Keating, Jesse Sumrak

LiteRT: The Universal Framework for On-Device AI

2026-01-28 00:00
🚀 LiteRT has officially launched as the universal framework for on-device AI, evolving from TFLite. It offers 1.4x faster GPU performance and new NPU support, enabling seamless deployment of advanced AI models like Gemma. LiteRT simplifies workflows across various platforms, ensuring flexibility and reliability for developers. This significant upgrade aims to empower the next generation of on-device AI. #LiteRT #OnDeviceAI #MachineLearning #AIFramework #TechInnovation

We Got Claude to Build CUDA Kernels and teach open models!

2026-01-28 00:00
🚀 Exciting advancements in AI! A recent blog post discusses how Claude is being utilized to teach open models to write CUDA kernels. It highlights two approaches: using state-of-the-art models for tough challenges or enhancing smaller models for more complex tasks. The focus is on a new tool called "upskill," which helps generate and assess agent skills. It can lower costs and allow smaller models to tackle difficult, domain-specific problems. #AI #MachineLearning #CUDA #OpenModels #Innovation

Tuesday, January 27, 2026

Exai Bio & Databricks: Accelerating AI-Powered Liquid Biopsy for Early Cancer Detection

2026-01-27 21:25
Exai Bio and Databricks are collaborating to enhance AI-driven liquid biopsy technology for early cancer detection. This partnership aims to improve noninvasive cancer screening by examining biomarkers in blood samples. The focus is on increasing accuracy and efficiency in identifying cancer at earlier stages. This innovation could transform how we approach cancer diagnosis and monitoring. 🩸💻 #CancerDetection #LiquidBiopsy #HealthcareInnovation

Seeing the Future: How Cisco Networking Powers AI-Driven Machine Vision

2026-01-27 20:40
Cisco is at the forefront of AI-driven machine vision in manufacturing. 🌐 Their high-speed, secure networking enables advanced applications, transforming production systems. Key benefits include: - Precision quality control that reduces waste. - Accurate inventory management through real-time scanning. - Improved robotic coordination for complex tasks. - Enhanced safety with quicker detection of hazards. Explore how Cisco is revolutionizing smart factories. 🤖💡 #Cisco #MachineVision #AI...
Vivek Bhargava

Open Responses vs. Chat Completion: A new era for AI apps

2026-01-27 19:00
OpenAI has transitioned from the Chat Completion API to the new Responses API, enhancing support for multi-turn interactions in AI applications. 🛠️ The Responses API offers improved performance through caching, reasoning, and built-in tool integration. It also supports multimodal inputs, allowing for text and image processing. 📊 In collaboration with industry leaders, OpenAI introduced the Open Responses specification, creating a unified interface for various LLM models. This aims to...
Janakiram MSV

Accelerating Diffusion Models with an Open, Plug-and-Play Offering

2026-01-27 19:00
🚀 Advances in large-scale diffusion models are transforming generative AI, impacting image synthesis, audio generation, and more. However, sampling inefficiency poses significant challenges, especially in video generation, where the process can take minutes to hours. ⏱️ NVIDIA has introduced FastGen, an open-source library that accelerates diffusion models, achieving 10x to 100x speedups without sacrificing quality. This tool aims to streamline real-time video generation and interactive...
Weili Nie

ATLAS: Practical scaling laws for multilingual models

2026-01-27 18:58
🚀 ATLAS introduces new scaling laws for multilingual language models, addressing the gap in research focused on non-English languages. Over 50% of AI users communicate in languages other than English, yet existing models predominantly emphasize English. ATLAS aims to change that by providing data-driven guidance for developing multilingual models. The study includes 774 training runs across 10M–8B parameter models and evaluates data from 400+ languages. It presents adaptive transfer scaling...

Power up your MetaSound workflows with TechAudioTools Content

2026-01-27 18:38
🚀 Exciting news for audio creators! The TechAudioTools Content plugin is now available on FAB. This plugin includes a selection of audio tools developed by our team to enhance MetaSounds workflows in Fortnite. These tools aim to streamline audio production and improve user experience. Check it out and elevate your sound game! 🎶 #MetaSounds #AudioTools #Fortnite #TechAudioTools #GameDevelopment

2025 in Review: Databricks SQL, faster for every workload

2026-01-27 18:24
🚀 Databricks SQL is evolving! In 2025, it focuses on delivering faster performance across all workloads. This shift emphasizes ongoing analytics and AI capabilities, moving beyond one-time tuning. As data, governance, and usage continue to grow, Databricks aims to meet the demands of data teams effectively. #Databricks #SQL #DataAnalytics #AI #Performance

The agentic revolution: A new vision for SREs

2026-01-27 18:00
Site reliability engineers (SREs) are becoming essential for IT leaders, ensuring digital services run reliably. As incident volumes rise, many SREs face challenges due to manual processes. AI agents can help automate tasks, allowing SREs to focus on critical issues and enhance operational efficiency. SREs differ from DevOps by applying engineering principles for better reliability. With the support of AI, SREs can evolve into supervisors of digital workflows. #SiteReliability #AIAgents...
Mandi Walls

Correcting the Record: Response to the EFF January 15, 2026 Report on Palantir

2026-01-27 17:38
Palantir addresses claims made by the Electronic Frontier Foundation (EFF) regarding its work with Immigration and Customs Enforcement (ICE) in a recent blog post. The response highlights that EFF's report contains misleading statements and inaccuracies about Palantir's role and practices. Palantir emphasizes its commitment to transparency and clarifies that it does not manage a master database for surveillance purposes. The company invites further dialogue to correct misconceptions and...
Palantir

How to secure Vertex AI pipelines with Google Cloud tools

2026-01-27 17:00
Securing AI models in production is crucial as they are used in critical sectors like healthcare and banking. 🏥💳 This guide outlines how to protect Vertex AI pipelines using Google Cloud tools such as IAM, VPC Service Controls, and Cloud Audit Logs. These tools help create a zero trust environment for machine learning workloads. 🔒 Key threats include data poisoning, model theft, and insecure APIs, which can lead to significant risks in AI systems. Understanding these threats is essential for...
Advait Patel

IntelliJ Scala Plugin in 2025

2026-01-27 16:32
🚀 Exciting updates for the IntelliJ Scala Plugin in 2025! The team has been busy enhancing support for Scala 3, including named tuples, better for-comprehensions, and new type features. Improvements to sbt modules and X-Ray mode have also been made. Performance upgrades ensure a smoother user experience with faster actions and reduced UI freezes. For more details, check out the release notes! 📜 #IntelliJ #ScalaPlugin #Scala3 #SoftwareDevelopment #Updates
Maciej Gorywoda

Agent Bricks Knowledge Assistant Is Now Generally Available: Turning Enterprise Knowledge into Answers

2026-01-27 16:30
🚀 Exciting news! The Agent Bricks Knowledge Assistant is now generally available. This tool aims to make valuable company data more accessible by turning documents and slides into actionable answers quickly. Users can build an agent based on their existing documents in just minutes. Stay informed on this advancement in enterprise knowledge management! #KnowledgeManagement #Innovation #TechNews #BusinessTools #DataAccessibility

Ai2 makes building custom coding agents easier and cheaper

2026-01-27 16:00
🚀 The Allen Institute for AI (Ai2) has launched new open coding agents that excel in performance and cost-effectiveness. These models allow users to fine-tune them with their own codebases, enhancing domain-specific tasks. Notably, Ai2's SERA models require just $400 to replicate results, significantly lower than competing options. 📊 The SERA-32B model solves 55% of real-world GitHub issues, outperforming similar models. Ai2 also provides all necessary resources for teams to create their own...
Frederic Lardinois

Transforming Service Delivery: The Power of Strategic Network Automation

2026-01-27 16:00
In today's competitive landscape, communication service providers (CSPs) must enhance value while optimizing resources. A strategic network automation approach is vital for success. Cisco Crosswork Network Controller (CNC) offers a solution by streamlining IP transport network management and operations. It supports various use cases, including service provisioning and network optimization. A study by Appledore Research reveals that CNC could provide $20.46 million in annual benefits for...
Kerri Hale

Cluster API v1.12: Introducing In-place Updates and Chained Upgrades

2026-01-27 16:00
🚀 Exciting news for Kubernetes users! The Cluster API v1.12.0 release introduces in-place updates and chained upgrades, enhancing cluster lifecycle management. 🔄 In-place updates allow for efficient changes to existing machines without the need for deletion, optimizing resource management. 🔗 Chained upgrades let users upgrade multiple Kubernetes minor versions in one go, simplifying the upgrade process. For more details, check out the latest release notes! #ClusterAPI #Kubernetes...

Optimize your CI/CD pipeline with CircleCI Chunk AI agent

2026-01-27 16:00
🚀 Optimize your CI/CD pipeline with CircleCI's Chunk AI agent! This tutorial guides you through: - Setting up Chunk - Asking Chunk for pipeline optimizations - Reviewing results - Advanced configurations Chunk analyzes your pipeline's history to provide targeted optimizations, helping reduce build times and costs. For a seamless start, ensure you have a CircleCI account and follow the setup steps. #CICD #CircleCI #AI #DevOps #Optimization
Roger Winter

Refactor your codebase with CircleCI Chunk AI agent

2026-01-27 16:00
🚀 Refactor your codebase efficiently with CircleCI's Chunk AI agent! This article explores how to set up Chunk to enhance your CI/CD pipeline. Learn to ask Chunk for code refactoring, review results, and use targeted prompts for optimal outcomes. Discover advanced configurations and Chunk's role in the AI development ecosystem. #CodeRefactoring #CircleCI #AIDevelopment #TechTools #ContinuousIntegration
Roger Winter

Architectural Choices in China's Open-Source AI Ecosystem: Building Beyond DeepSeek

2026-01-27 15:01
Exploring the evolution of China's open-source AI ecosystem, the latest article delves into architectural and hardware decisions made by companies since the "DeepSeek Moment." Key points include the shift towards openness, diversified models, and the rise of domestic hardware, reflecting competitive strategies in the AI landscape. 🔍💻🇨🇳 #OpenSourceAI #ChinaTech #Innovation #DeepSeek #AIArchitecture

Rust at Scale: An Added Layer of Security for WhatsApp

2026-01-27 15:00
WhatsApp has introduced a new security layer for users, developed using Rust, to enhance defenses against malware. This initiative is part of their ongoing commitment to secure messaging for over 3 billion users. 🔒 The use of Rust addresses potential threats from malicious media files while maintaining operational efficiency. WhatsApp's past experiences, particularly with the 2015 Stagefright vulnerability, emphasized the need for robust protections. 🛡️ This rollout marks a significant step...

RAG isn’t dead, but context engineering is the new hotness

2026-01-27 15:00
RAG (Retrieval-Augmented Generation) is not dead, but "context engineering" is gaining traction in AI discussions. Douwe Kiela, CEO of Contextual AI, notes that while RAG is still relevant, MCP (Model Context Protocol) has become the preferred term among developers. Contextual AI recently launched Agent Composer, a tool designed to manage context and enhance agent reliability across workflows. This tool aims to help enterprises utilize their diverse data sources effectively. #AI...
Richard MacManus

Migrate BuildConfig resources to Builds for Red Hat OpenShift with Crane

2026-01-27 14:26
🚀 Exciting updates for Red Hat OpenShift users! The developer preview for migrating OpenShift BuildConfig resources to Builds for Red Hat OpenShift using Crane is here. This open-source tool simplifies the migration of Kubernetes workloads, helping organizations modernize their build infrastructure. Key features include automatic conversion of BuildConfig resources, support for major source types, and the preservation of environment variables and build arguments. Note: This feature is in...
Prateek Singh Rathore

Inside Salesforce Edge: Automating Global Rollback for 1.5 Trillion Requests in 10 Minutes

2026-01-27 14:22
🚀 In the latest article, Salesforce highlights the work of Sanjeev Chhabria and his team in automating global rollback processes. 🌐 Their efforts have cut rollback time from hours to just 10 minutes, allowing Salesforce Edge to manage 1.5 trillion requests monthly with improved reliability. 🔧 Key innovations include re-architecting Kubernetes deployments and automating traffic cutover to maintain high availability. #Salesforce #Engineering #Innovation #Automation #CloudComputing
Scott Nyberg

Chainguard EmeritOSS backs MinIO, other orphaned projects

2026-01-27 14:15
Chainguard has launched EmeritOSS to support neglected open source projects. 🎉 Among the first beneficiaries is MinIO, a crucial object storage system that was recently put into maintenance mode. Chainguard is now providing support, including a secure MinIO image. Other projects receiving backing include Prometheus PushProx and Cassandra Exporter, which help improve data retrieval and performance metrics. #OpenSource #Chainguard #MinIO #EmeritOSS #TechSupport
Steven J. Vaughan-Nichols

QCon chat: Is agentic AI killing continuous integration?

2026-01-27 14:00
At the recent QCon AI conference, a panel sparked discussions on whether AI could eliminate continuous integration (CI). Panelist Daniel Doubrovkine posed the question, leading to a lively debate among attendees. While many dismissed the idea, it highlighted the need for change in the software development lifecycle. Experts like Michael Webster from CircleCI emphasized that traditional practices, like PR reviews, are not set in stone and can evolve with AI advancements. The conversation...
Joab Jackson