DevOps Weekly Digest - Week 51, 2025
⚡ Curated updates from Kubernetes, cloud native tooling, CI/CD, IaC, observability, and security - handpicked for DevOps professionals!
📌 Handpicked by DevOps Daily - Your weekly dose of curated DevOps news and updates!
⚓ Kubernetes
📄 Synergizing Intelligence and Orchestration: Transforming Cloud Deployments with AI and Kubernetes
Artificial Intelligence Artificial Intelligence (AI) is reshaping the way today's cloud infrastructure is operated and deployed natively with Kubernetes. AI has become a major driver in helping global
📅 Dec 12, 2025 • 📰 DZone DevOps
📄 Deploying Qodana on Kubernetes: More Scalability, More Control
As engineering teams scale, so do the demands on their tooling. Code quality checks that worked well for one repository or service often need a more resilient, automated, and infrastructure-native set
📅 Dec 12, 2025 • 📰 JetBrains Blog
📄 Harnessing the potential of 5G with Kubernetes: a cloud-native telco transformation perspective
Telecommunications networks are undergoing a cloud-native revolution. 5G promises ultra-fast connectivity and real-time services, but achieving those benefits requires an infrastructure that is agile,
📅 Dec 10, 2025 • 📰 Ubuntu Blog
☁️ Cloud Native
📄 Private MCP Catalogs and the Path to Composable Enterprise AI
Most discussions about Model Context Protocol infrastructure ask how to govern thousands of AI tools and monitor which MCP servers are running. This question is table stakes but undershoots the possib
📅 Dec 14, 2025 • 📰 Docker Blog
📄 Highlights from AWS re:Invent: Supercharging Kiro with Docker Sandboxes and MCP Catalog
At the recent AWS re:Invent, Docker focused on a very real developer problem: how to run AI agents locally without giving them access to your machine, credentials, or filesystem. With AWS introducing
📅 Dec 12, 2025 • 📰 Docker Blog
📄 Is AI the New Insider Threat?
Insider threats have always been difficult to manage because they blur the line between trusted access and risky behavior. With generative AI, these risks aren't tied to malicious insiders misusing cr
📅 Dec 12, 2025 • 📰 Docker Blog
📄 How to Add MCP Servers to ChatGPT with Docker MCP Toolkit
ChatGPT is great at answering questions and generating code. But here's what it can't do: execute that code, query your actual database, create a GitHub repo with your project, or scrape live data fro
📅 Dec 12, 2025 • 📰 Docker Blog
📄 Advanced Docker Security: From Supply Chain Transparency to Network Defense
Introduction: Why Supply Chain and Network Security Matter Now In 2021, the Log4Shell vulnerability exposed a critical weakness in modern software: we don't know what's inside our containers. A single
📅 Dec 11, 2025 • 📰 DZone DevOps
📄 Lima v2.0: New features for secure AI workflows
On November 6th, the Lima project team shipped the second major release of Lima. In this release, the team are expanding the project focus to cover AI as well as containers. What is Lima ? Lima...
📅 Dec 11, 2025 • 📰 CNCF Blog
📄 Optimizing Kyverno CLI performance: My LFX mentorship journey
Why Open Source? While exploring CNCF Projects in early 2025, I stumbled upon Kyverno and its community impressed me. The mentors and community members encouraged me to become a part of LFX Mentorship
📅 Dec 10, 2025 • 📰 CNCF Blog
📄 Building microservices the easy way with Dapr
Ambassador post originally published on Medium by Dotan Horovits Microservices have been with us for nearly two decades, but it’s still far from easy to develop at scale, in a polyglot environment. Th
📅 Dec 9, 2025 • 📰 CNCF Blog
📄 Introducing KubeModel: OpenCost's Next-Generation Data Model
This project was initiated as part of the LFX Fall 2025 mentorship program at OpenCost and development is ongoing.
📅 Dec 9, 2025 • 📰 OpenCost Blog
🔄 CI/CD
📄 Delivering adaptive AI with LaunchDarkly and Snowflake Cortex
LaunchDarkly & Snowflake enable AI delivery with real-time config and runtime safety.
📅 Dec 15, 2025 • 📰 LaunchDarkly Blog
📄 How to design, prioritize, and run high-impact experiments
Run fewer, higher-impact experiments with clear metrics and minimal noise.
📅 Dec 15, 2025 • 📰 LaunchDarkly Blog
📄 New Experimentation tools for PMs who test, learn, and move fast
Test, learn, and ship faster with new Experimentation tools.
📅 Dec 15, 2025 • 📰 LaunchDarkly Blog
📄 The future of AI-powered software optimization (and how it can help your team)
We envision the future of AI-enabled tooling to look like near-effortless engineering for sustainability. We call it Continuous Efficiency. The post The future of AI-powered software optimization (and
📅 Dec 12, 2025 • 📰 GitHub Blog
📄 Zero Trust in CI/CD Pipelines: A Practical DevSecOps Implementation Guide
Securing modern CI/CD pipelines has become significantly more challenging as teams adopt cloud-native architectures and accelerate their release cycles. Attackers now target build systems, deployment
📅 Dec 12, 2025 • 📰 DZone DevOps
📄 Let’s talk about GitHub Actions
A look at how we rebuilt GitHub Actions’ core architecture and shipped long-requested upgrades to improve performance, workflow flexibility, reliability, and everyday developer experience. The post Le
📅 Dec 11, 2025 • 📰 GitHub Blog
📄 GitHub Availability Report: November 2025
In November, we experienced three incidents that resulted in degraded performance across GitHub services. The post GitHub Availability Report: November 2025 appeared first on The GitHub Blog.
📅 Dec 11, 2025 • 📰 GitHub Blog
📄 How we built and automated our new Japanese GitLab Docs site
Today we are thrilled to announce the release of GitLab product documentation in Japanese at docs.gitlab.com/ja-jp. This major step marks our first move toward making GitLab's extensive documentation
📅 Dec 11, 2025 • 📰 GitLab Blog
📄 Artois University elevates research and curriculum with GitLab Ultimate for Education
Leading academic institutions face a critical challenge: how to provide thousands of students and researchers with industry-standard, full-featured DevSecOps tools without compromising institutional c
📅 Dec 10, 2025 • 📰 GitLab Blog
📄 New wave of fake job scams impersonating recruiters
Job seekers are being targeted by scammers impersonating recruiters at tech companies, including GitLab, through email, LinkedIn, and video conferencing platforms. These scams misuse GitLab’s name, lo
📅 Dec 10, 2025 • 📰 GitLab Blog
📄 How Self-Service Workflows Transform Developer Productivity
Discover how self-service workflows in Harness IDP turn slow, manual processes into automated golden paths that improve developer productivity. | Blog
📅 Dec 10, 2025 • 📰 Harness Blog
📄 MCP joins the Linux Foundation: What this means for developers building the next era of AI tools and agents
MCP is moving to the Linux Foundation. Here's how that will affect developers. The post MCP joins the Linux Foundation: What this means for developers building the next era of AI tools and agents appe
📅 Dec 9, 2025 • 📰 GitHub Blog
🏗️ IaC
📄 IBM HashiCorp Ends External Language Support for Terraform
IBM and HashiCorp end external language support for Terraform, pushing teams toward HCL. What this means for DevOps infrastructure management strategies.
📅 Dec 15, 2025 • 📰 DevOps.com
📄 The Superintelligence Flywheel: Infrastructure for the AI Era
We’ve been in the infrastructure business for nearly a decade, and we’ve never been more excited about, or in awe of, the scale we are seeing as the industry pursues superintelligence. We are now hitt
📅 Dec 11, 2025 • 📰 Pulumi Blog
📄 AI Predictions for 2026: A DevOps Engineer's Guide
The IDE is dying, and so is tool calling. OpenAI is not going to win. And next year, you’re going to be shipping code that you’ve never reviewed before, even as an experienced engineer. These are bold
📅 Dec 11, 2025 • 📰 Pulumi Blog
📄 Introducing the Red Hat Ansible Lightspeed intelligent assistant
NOTE: This blog has been updated to announce support for additional supported third-party model providers for the Red Hat Ansible Lightspeed intelligent assistant. Additional testing and validation of
📅 Dec 11, 2025 • 📰 Red Hat Blog
📄 Shifting left at enterprise scale: how we manage Cloudflare with Infrastructure as Code
Cloudflare has shifted to Infrastructure as Code and policy enforcement to manage internal Cloudflare accounts. This new architecture uses Terraform, custom tooling, and Open Policy Agent to enforce s
📅 Dec 9, 2025 • 📰 Cloudflare Blog
📄 New in Pulumi IaC: replaceWith Resource Option
The magic of Pulumi is that we rarely have to worry about the fine details of how our deployment and infrastructure management works, allowing us to focus instead on what we want. If our program decla
📅 Dec 9, 2025 • 📰 Pulumi Blog
📊 Observability
📄 Three Key Lessons from the Recent AWS and Cloudflare Outages
Recent AWS and Cloudflare outages reveal how single subsystem failures can cascade globally. Learn key lessons on multi-cloud resilience, AI-powered monitoring, and disaster recovery.
📅 Dec 15, 2025 • 📰 DevOps.com
📄 New Configuration Schema release candidate
The latest release of the OpenTelemetry Configuration Schema is out this week. It brings the Configuration working group one step closer to completion after 3 years of effort, and the schema one step
📅 Dec 12, 2025 • 📰 OpenTelemetry Blog
📄 Cost allocation for logs: Precise, flexible, and non-disruptive
Today, most enterprise IT teams operate as internal service providers. It’s likely that you and your team offer services, applications, and infrastructure while charging costs back to business units a
📅 Dec 12, 2025 • 📰 Dynatrace Blog
📄 How to use AI to analyze and visualize CAN data with Grafana Assistant
Note: A version of this post originally appeared on the CSS Electronics blog. Martin Falch, co-owner and head of sales and marketing at CSS Electronics, is an expert on CAN bus data. Martin works clos
📅 Dec 12, 2025 • 📰 Grafana Blog
📄 ‘Grafana’s Big Tent’ podcast: Welcome to season 3!
Sometimes the simplest questions spark the most entertaining rabbit holes. Questions like: “Can you monitor a candle without starting a fire?” or “Should your robot boat have redundancy, or just a twi
📅 Dec 11, 2025 • 📰 Grafana Blog
📄 Grafana Labs: Top 10 moments of 2025
For Grafana Labs, 2025 was a year defined by innovation, growth, and the power of our community. We celebrated the release of Grafana 12 at our 10th annual GrafanaCON event, and marked major milestone
📅 Dec 11, 2025 • 📰 Grafana Blog
📄 A better way to monitor your AI agents in .NET apps
We launched agent monitoring earlier this year, allowing our users to instrument LLM usage and tool calls in their applications. However, we only had Agent Moni...
📅 Dec 11, 2025 • 📰 Sentry Blog
📄 Master Complexity, Drive Performance: Why New Relic is Your Strategic I&O Partner
At Gartner IOCS 2025, New Relic showcases how our unified, intelligent observability platform, helping I&O leaders master complexity and drive performance.
📅 Dec 10, 2025 • 📰 New Relic Blog
📄 Exploring AI, observability and community at OSS Summit Korea 2025
Attending OpenSearchCon, OpenSSF Day, and the Open Source Summit in Seoul was a truly memorable experience, especially because this was the first-ever Open Source Summit hosted in South Korea. I have
📅 Dec 9, 2025 • 📰 CNCF Blog
📄 New Relic Announces General Availability of Direct Entity and Relationship Querying in NRDB using NRQL
New Relic Announces General Availability of Direct Entity and Relationship Querying in NRDB using NRQL
📅 Dec 9, 2025 • 📰 New Relic Blog
📄 24/7 Alerting and Two-Way Integration with Zabbix and SIGNL4
It’s a familiar story for many IT operations teams: a critical server went down overnight, but the alert was buried in someone’s inbox. By the time anyone noticed, valuable time was lost, SLAs were br
📅 Dec 9, 2025 • 📰 Zabbix Blog
📄 Fluentd v1.16.11 has been released
Hi users! We have released v1.16.11 on 2025-12-09. ChangeLog is here. This release is expected to be the final release of v1.16 series. This release will be bundled for upcoming fluent-package LTS ver
📅 Dec 9, 2025 • 📰 Fluentd Blog
🔐 Security
📄 Threats Making WAVs - Incident Response to a Cryptomining Attack
Guardicore security researchers describe and uncover a full analysis of a cryptomining attack, which hid a cryptominer inside WAV files. The report includes the full attack vectors, from detection, in
📅 Dec 15, 2025 • 📰 Linode Blog
📄 SRE Weekly Issue #501
View on sreweekly.com A message from our sponsor, Depot: “Waiting for a runner” but the runner is online? Depot debugs three cases where symptoms misled engineers. Workflow permissions, Azure authenti
📅 Dec 15, 2025 • 📰 SRE Weekly
📄 Why you should retire your Microsoft Azure Consumption Commitment (MACC) with Ubuntu Pro
Fulfilling your Microsoft Azure Consumption Commitment (MACC) requires efficient planning. Discover how allocating your MACC to Ubuntu Pro allows you to meet consumption goals while securing your open
📅 Dec 13, 2025 • 📰 Ubuntu Blog
📄 Secrets in Code: Understanding Secret Detection and Its Blind Spots
In a world where attackers routinely scan public repositories for leaked credentials, secrets in source code represent a high-value target. But even with the growth of secret detection tools, many val
📅 Dec 12, 2025 • 📰 DZone DevOps
📄 AWS Shield network security director now supports multi-account analysis
Today, AWS Shield announces multi-account network security management and automated network analysis for network security director, which is currently in preview. AWS Shield network security director
📅 Dec 12, 2025 • 📰 CloudFormation Updates
📄 Retirement of Global Personal Access Tokens in Azure DevOps
In the new year, we’ll be retiring the Global Personal Access Token (PAT) type in Azure DevOps. Global PATs allow users to authenticate across all accessible organizations. While this can feel conveni
📅 Dec 12, 2025 • 📰 Azure DevOps Blog
📄 Validate best practice compliance for SAP ABAP applications with AWS Systems Manager
AWS Systems Manager (AWS SSM) Configuration Manager now allows you to automatically test SAP ABAP based applications on AWS against best practices defined in the AWS Well-Architected Framework SAP Len
📅 Dec 12, 2025 • 📰 CloudFormation Updates
📄 Implementing best practices: Controlled network environment for Ray clusters in Red Hat OpenShift AI 3.0
The adoption of Ray for scalable AI and ML workloads has skyrocketed. The Ray framework is powerful, but as the official documentation emphasizes, developers or platform providers are responsible for
📅 Dec 12, 2025 • 📰 Red Hat Blog
📄 Blog: GPG Key Rotation for Falco Packages (2026)
The GPG key used to sign official Falco packages (RPM and DEB) is set to expire on January 17, 2026. To ensure the security and continuity of our software distribution, the Falco maintainers will be r
📅 Dec 12, 2025 • 📰 Falco Blog
📄 React2Shell and related RSC vulnerabilities threat brief: early exploitation activity and threat actor techniques
Early activity indicates that threat actors quickly integrated this vulnerability into their scanning and reconnaissance routines and targeted critical infrastructure including nuclear fuel, uranium a
📅 Dec 11, 2025 • 📰 Cloudflare Blog
📄 Secure Cloud Hosting for Compliance: A Practical Guide for Startups and Regulated Industries
A practical guide to running regulated workloads on modern cloud platforms. Covers what SOC 2, GDPR, HIPAA, PCI, and ISO 27001 actually require, which controls your provider handles, and how to config
📅 Dec 10, 2025 • 📰 Railway Blog
📄 Introducing the Railway integration on Delve.co
Compliance slows down deals. Railway is partnering with Delve to help Railway users automate the busywork and get certified in days instead of months.
📅 Dec 10, 2025 • 📰 Railway Blog
💾 Databases
📄 The Real Bottleneck in Enterprise AI Isn’t the Model, It’s Context
Everyone’s racing to ship AI agents for data work. They want them to write SQL, debug pipelines, generate tests, auto-document The post The Real Bottleneck in Enterprise AI Isn’t the Model, It’s Conte
📅 Dec 14, 2025 • 📰 The New Stack
📄 pg_ai_query v0.1.0 — First stable release with multi-model AI for PostgreSQL
Announcing the first stable release of pg_ai_query v0.1.0, a major milestone that expands AI-powered query development directly inside PostgreSQL. With this release, pg_ai_query becomes more flexible,
📅 Dec 13, 2025 • 📰 PostgreSQL News
📄 Top AI use cases in financial services
If you’re a bank, insurer, or fintech, you’re probably under pressure to "do something with AI." Board decks are full of pilot proposals, vendors are lining up with demos, and somewhere in your organi
📅 Dec 13, 2025 • 📰 Redis Blog
📄 Engineering for AI Agents
From prompting to programming: A guide to context engineering for AI agents As you start building AI agents, you move past simple chatbots and into a world of complex, automated workflows. But you may
📅 Dec 12, 2025 • 📰 Redis Blog
📄 How to Integrate the YugabyteDB MCP Server with Visual Studio Code
Thanks to this new integration, you can turn Visual Studio (VS) Code into a fully-fledged MCP client for your YugabyteDB database. This blog guides you through using VS Code as the MCP client and conn
📅 Dec 11, 2025 • 📰 Yugabyte Blog
📄 pgAdmin 4 v9.11 Released
The pgAdmin Development Team is pleased to announce the release of pgAdmin 4 version 9.11. This release of pgAdmin 4 includes 16 bug fixes and new features. For more details, please see the release no
📅 Dec 11, 2025 • 📰 PostgreSQL News
📄 Litestream VFS
I’m Ben Johnson, and I work on Litestream at Fly.io. Litestream is the missing backup/restore system for SQLite. It’s free, open-source software that should run anywhere, and you can read more about i
📅 Dec 11, 2025 • 📰 Fly.io Blog
📄 re:Invent Recap
Some standout moments from re:Invent 2025
📅 Dec 10, 2025 • 📰 ScyllaDB Blog
📄 10 techniques to optimize your semantic cache
A semantic cache’s purpose is to reuse previously computed LLM work—reducing repeated inference, improving latency, and stabilizing throughput. (If you're looking to understand how semantic caching wo
📅 Dec 10, 2025 • 📰 Redis Blog
📄 Now Available: Remote MCP for DigitalOcean Services
Earlier this year, DigitalOcean introduced the DigitalOcean Model Context Protocol (MCP) Server, allowing developers to connect applications and AI-assistants like Cursor and Claude Desktop directly t
📅 Dec 9, 2025 • 📰 DigitalOcean Blog
📄 Prompt vs semantic caching: Complementary techniques for high-performance AI agents
Large language models (LLMs) and AI agents are transforming how we interact with technology. But anyone who has built AI systems knows one hard truth: these models can be slow and expensive if they re
📅 Dec 9, 2025 • 📰 Redis Blog
🌐 Platforms
📄 Creating better runtime control with LaunchDarkly and AWS
Ship bold AI changes without the guesswork.
📅 Dec 15, 2025 • 📰 LaunchDarkly Blog
📄 Keep Your Tech Flame Alive: Trailblazer Rachel Bayley
In this Akamai FLAME Trailblazer blog post, Rachel Bayley encourages women to step into the unknown and to be their authentic selves.
📅 Dec 15, 2025 • 📰 Linode Blog
📄 The Oracle of Delphi Will Steal Your Credentials
Our deception technology is able to reroute attackers into honeypots, where they believe that they found their real target. The attacks brute forced passwords for RDP credentials to connect to the vic
📅 Dec 15, 2025 • 📰 Linode Blog
📄 The Nansh0u Campaign – Hackers Arsenal Grows Stronger
In the beginning of April, three attacks detected in the Guardicore Global Sensor Network (GGSN) caught our attention. All three had source IP addresses originating in South-Africa and hosted by Volum
📅 Dec 15, 2025 • 📰 Linode Blog
📄 Three Core Principles for Sustainable Platform Design
Platform as a product extends platform engineering beyond a narrow technology solution. Platforms require a shift in the way organizations The post Three Core Principles for Sustainable Platform Desig
📅 Dec 13, 2025 • 📰 The New Stack
📄 What’s new with Google Cloud
Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip: Not
📅 Dec 12, 2025 • 📰 Google Cloud Blog
📄 A developer's guide to Gemini Live API in Vertex AI
Give your AI apps and agents a natural, almost human-like interface, all through a single WebSocket connection. Today, we announced the general availability of Gemini Live API on Vertex AI, which is p
📅 Dec 12, 2025 • 📰 Google Cloud Blog
📄 How to connect Looker to Gemini Enterprise in minutes, with MCP Toolbox and ADK
We can all agree that the quality of AI-driven answers relies on the consistency of the underlying data. But AI models, while powerful, lack business context out of the box. As more organizations ask
📅 Dec 12, 2025 • 📰 Google Cloud Blog
📄 Recognizing real-time data innovations for the agentic era
Today, many organizations operate with data that’s trapped in silos, in disconnected legacy systems and is days or hours old. However, the rise of AI presents the need and opportunity to unify these e
📅 Dec 12, 2025 • 📰 Google Cloud Blog
📄 AWS DataSync increases scalability and performance for on-premises file transfers
AWS DataSync Enhanced mode now supports data transfers between on-premises file servers and Amazon S3, enabling customers to transfer datasets that scale to virtually unlimited numbers of files at hig
📅 Dec 12, 2025 • 📰 CloudFormation Updates
📄 Amazon EMR Managed Scaling is now available in 7 additional AWS regions
We are excited to announce that Amazon EMR Managed Scaling is now available for EMR on EC2 customers in the Asia Pacific (Malaysia, New Zealand, Taipei, Thailand), Canada West (Calgary), Mexico (Centr
📅 Dec 12, 2025 • 📰 CloudFormation Updates
📄 Java 25 now available on Google Cloud Serverless
[December 11, 2025] Today Canonical, the publisher of Ubuntu, announced the immediate availability of Java 25 across Google Cloud’s serverless portfolio, including Cloud Run, App Engine, and Cloud Fun
📅 Dec 11, 2025 • 📰 Ubuntu Blog
📰 Misc
📄 Linux 6.18: A Testament to the Power of Community Innovation
On November 30, the Linux 6.18 kernel marked the conclusion of the final full development cycle for 2025 with its release. While every kernel release is a milestone, this one feels particularly signif
📅 Dec 15, 2025 • 📰 SUSE Blog
📄 VS Code Pushes Hard on AI Agents While Quietly Killing Free Code Completion
Microsoft's VS Code update brings Agent HQ, TypeScript 7 preview, and kills free IntelliCode. What developers need to know about the latest changes.
📅 Dec 15, 2025 • 📰 DevOps.com
📄 Five Great DevOps Job Opportunities
Explore this week’s DevOps jobs report featuring Senior DevOps Engineer and Lead DevOps roles from top employers across tech and enterprise.
📅 Dec 15, 2025 • 📰 DevOps.com
📄 Fedora Silverblue Has a Handy Tool To Help Simplify Development
If you’re looking for a new Linux distribution to use for development purposes, you should consider Fedora Silverblue. Why? In The post Fedora Silverblue Has a Handy Tool To Help Simplify Development
📅 Dec 14, 2025 • 📰 The New Stack
📄 Adafruit: Arduino’s Rules Are ‘Incompatible With Open Source’
The open source hardware community is debating Arduino’s new Terms and Conditions following the company’s acquisition by Qualcomm. Chief microcontroller The post Adafruit: Arduino’s Rules Are ‘Incompa
📅 Dec 14, 2025 • 📰 The New Stack
📄 Building AI Agents in Kotlin – Part 3: Under Observation
Previously in this series: Two articles in, and our coding agent can already do quite a bit. It can explore projects, read and write code, execute shell commands, and run tests. Adding a definition of
📅 Dec 12, 2025 • 📰 JetBrains Blog
📄 AI Predictive Maintenance Explained: Tools, Models & Real-World Uses
AI predictive maintenance represents a fundamental shift in how enterprises approach equipment reliability. It has potential to improve maintenance workflows, deployment strategies and governance fram
📅 Dec 12, 2025 • 📰 SUSE Blog
📄 Open Source in Focus: 4 Tools That Keep Systems Running
At JetBrains, we love seeing the developer community grow and thrive. That’s why we support open-source projects that make a real difference — the ones that help developers learn, build, and create be
📅 Dec 12, 2025 • 📰 JetBrains Blog
📄 UBLK Frontend Support for SUSE Storage (Longhorn) v2 Data Engine
Longhorn’s v2 data engine (SPDK-based) can expose volumes as Linux block devices using different frontends. By default, v2 volumes use NVMe-oF, but you can also choose the UBLK frontend, which exposes
📅 Dec 12, 2025 • 📰 SUSE Blog
📄 Friday Five — December 12, 2025
Demystifying llm-d and vLLM: The race to productionAs organizations accelerate the journey to production for large language model (LLM) workloads, the ecosystem of open source tools is growing fast. T
📅 Dec 12, 2025 • 📰 Red Hat Blog
📄 A Better Way to Explore kotlinx-benchmark Results with Kotlin Notebooks
Benchmarking is an important part of writing efficient Kotlin code. The kotlinx-benchmark library helps you measure and compare performance across different implementations or hardware configurations.
📅 Dec 11, 2025 • 📰 JetBrains Blog
📄 Solving the scaling challenge: 3 proven strategies for your AI infrastructure
Every team that starts experimenting with generative AI (gen AI) eventually runs into the same wall: scaling it. Running 1 or 2 models is simple enough. Running dozens, supporting hundreds of users, a
📅 Dec 11, 2025 • 📰 Red Hat Blog
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