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Tuesday, December 30, 2025

A new era of Stack Overflow

2025-12-30 14:53
🚀 Exciting updates from Stack Overflow! At WeAreDevelopers, the team introduced a new vision and mission for the platform, emphasizing their commitment to serving the tech community. This year marks significant changes, including the launch of OverflowAI and new user engagement features. With a focus on the evolving tech landscape, Stack Overflow aims to adapt to the AI era. Stay tuned for more developments! #StackOverflow #WeAreDevelopers #TechCommunity #AI #Innovation
Prashanth Chandrasekar, Jody Bailey

A Step-by-Step Guide To Deploying ADK Agents on Cloud Run

2025-12-30 14:00
🚀 Check out our latest guide on deploying AI agents using Google’s Agent Development Kit (ADK) on Cloud Run! In this tutorial, we explore three methods for building agents: Python, YAML, and the Visual Builder. Local development is great, but production deployment is key for scalability. Cloud Run simplifies deployment with its serverless platform. The adk deploy cloud_run command automates the process, creating and pushing a Docker image to Google Artifact Registry, and provisioning a...
Janakiram MSV

How AI is helping us build better communities

2025-12-30 08:40
🌐 AI is reshaping how we build communities! In a recent discussion, MIT and Stanford professor Alex “Sandy” Pentland highlights the role of shared knowledge in community growth. His new book, "Shared Wisdom: Cultural Evolution in the Age of AI," examines how technology can support dialogue and decision-making. He emphasizes designing tech that aligns with human nature rather than letting it dictate our society. Explore more about Sandy's insights and work at deliberation.io. #AI...
Phoebe Sajor

Monday, December 29, 2025

How Agentforce Enabled Incident Response Automation to Cut Common Resolution Time by 70 – 80%

2025-12-29 22:24
🚀 Exciting advancements in incident response at Salesforce! Deborah Donoghue, VP of Centralized Incident Response, shares how her team cut resolution time for major incidents by 70-80% through automation and AI. The team tackled human-driven bottlenecks and improved decision-making with Agentforce, transforming the incident response process into a more efficient, predictive system. Their goal is to enhance detection, understanding, and mitigation of issues, ultimately ensuring a smoother...
Scott Nyberg

Your AI Workflow Is Missing a Composable Architecture

2025-12-29 19:04
Is your AI workflow lacking structure? 🤔 The article highlights the importance of composable architecture in AI coding. Instead of generating code in isolation, breaking requests into smaller parts can enhance clarity and control. However, without a cohesive framework, these components struggle to connect. Composable architecture allows for versioning and reusability, ensuring that code persists beyond a single session. This approach addresses common issues like lack of persistence, version...
Temitope Oyedele

Kubernetes v1.35: Introducing Workload Aware Scheduling

2025-12-29 18:30
🚀 Kubernetes v1.35 introduces significant advancements in workload scheduling, addressing the complexities of managing large workloads. The new Workload API allows users to define scheduling requirements for multi-Pod applications, including gang scheduling for all-or-nothing placements. This ensures efficiency for tasks like machine learning jobs. Additionally, the release includes opportunistic batching, which speeds up the scheduling process for identical Pods without user intervention....

Generative AI Apps Need an Ecosystem, Not Just a Prompt

2025-12-29 18:00
Generative AI applications require more than just well-crafted prompts. Engineers often specialize in areas like backend or machine learning due to the vastness of technology. However, a strong foundation of engineering principles is necessary to build effective software ecosystems. Simply relying on "vibe coding" can lead to failures. Real applications need robust systems for monitoring, error handling, and continuous optimization to function correctly in production. Building AI apps demands...
Shanea Leven

New year, new cloud strategy: 5 shifts cloud leaders will be making in 2026

2025-12-29 17:00
In 2026, hybrid cloud strategies will shift significantly as businesses embrace AI-driven automation. This will help streamline provisioning and enhance security in complex environments. 🤖☁️ Transformative companies will prioritize Infrastructure as Code (IaC) for better automation, while dynamic secrets will replace static ones to minimize security risks. 🔐 Moreover, continuous cost management will become essential to avoid unpredictable bills in the evolving cloud landscape. 📊...
Jenny Evans

Neocloud Providers Are Making Waves—and Cisco Is Helping Them Do It

2025-12-29 16:00
Neocloud providers are emerging as key players in the AI infrastructure landscape, driven by the growing demand for specialized services. Cisco is actively collaborating with these innovators to enhance AI cloud services, ensuring robust and secure infrastructure for enterprises. The global market for AI infrastructure is projected to reach $4.7 trillion by 2030, with neoclouds expected to increase their share significantly. #AI #Neocloud #Cisco #CloudComputing #Innovation 🌐💻📈
Jake Katz

Why Decoupling Control and Data Planes Is the Future of SaaS

2025-12-29 16:00
The future of SaaS is shifting towards decoupling control and data planes. 🚀 Traditionally, these planes were fused, limiting flexibility for customers. Now, decoupling allows vendors to manage the control plane while customers decide where their data plane runs. This shift enables models like Bring Your Own Cloud (BYOC), enhancing data sovereignty and performance. With decoupling, sensitive data stays within the customer's environment, addressing privacy concerns and reducing latency in data...
Hugo Guerrero

Developers remain willing but reluctant to use AI: The 2025 Developer Survey results are here

2025-12-29 15:04
Developers are increasingly using AI tools, yet their trust in these technologies is declining. 🤖 According to the 2025 Developer Survey, 80% of developers incorporate AI in their workflows, but trust has dropped to 29%. Key frustrations include dealing with nearly accurate AI outputs, leading to longer debugging times. Despite this, many continue to learn new coding techniques, with 44% using AI tools for guidance. #DeveloperSurvey #AITools #Programming #TechTrends #CodingCommunity
Erin Yepis

Self-Driving DevOps? How Stakpak Tackles Infrastructure Complexity

2025-12-29 14:00
🚀 Managing DevOps infrastructure is becoming increasingly complex, according to George Fahmy, CEO of Stakpak. Despite advancements in AI, developers still struggle with tasks beyond coding. Fahmy emphasizes the need for a "self-driving" infrastructure to allow developers to focus on product creation. The current DevOps landscape is cluttered with responsibilities that many find tedious. There's also a significant skills gap in the market, with many organizations struggling to find qualified...
Meredith Shubel

Streamline Security Operations with Falcon for IT’s Turnkey Automations

2025-12-29 00:00
🚀 Exciting news for IT teams! CrowdStrike Falcon® for IT now offers turnkey automations to streamline security operations. These ready-to-use content packs automate common workflows, enhancing efficiency and endpoint security without the need for custom scripts. Key features include application resilience, file discovery, and Linux device control packs. Regular updates ensure continuous improvement and effectiveness. These automations help maintain application health and enforce consistent...
Michael Devins

Sunday, December 28, 2025

Goodbye Plugins: MCP Is Becoming the Universal Interface for AI

2025-12-28 18:00
🚀 The Model Context Protocol (MCP) is transforming AI integration by replacing the need for multiple plugins with a unified interface. This shift addresses common challenges in AI deployments, such as complex authentication and maintenance burdens. With MCP, developers can create a single server that works seamlessly across various AI models, reducing overhead and enhancing compatibility. MCP supports richer context, allowing AI systems to make informed decisions while promoting autonomy. #AI...
Sowjanya Pandruju

Martin Fowler on Preparing for AI’s Nondeterministic Computing

2025-12-28 16:00
🚀 Martin Fowler, chief scientist at Thoughtworks, highlights AI as a major shift in programming. In a recent podcast interview, he emphasized that we are still learning how to integrate AI into our work. He compares this shift to moving from assembly language to higher-level languages like Fortran, noting that AI introduces nondeterministic computing, which differs from traditional deterministic methods. Fowler also shared that AI is effectively used in generating prototypes and understanding...
Joab Jackson

CrunchBang Linux Lives on With GreenBang

2025-12-28 15:00
CrunchBang Linux, a popular Debian-based distribution, has evolved into a new version called GreenBang. Originally known as ArchBang, it was renamed due to legal concerns with trademark laws. GreenBang replaces the Openbox window manager with Labwc, offering a customizable and lightweight experience for users. Labwc supports Wayland, enhancing its versatility compared to Openbox. For those interested in minimalistic Linux solutions, GreenBang presents a unique option. #GreenBang #Linux...
Jack Wallen

Year in Review: AI’s Cultural Surprises – and Spectacular Failures

2025-12-28 14:00
In 2025, AI became a dominant force, leaving a mix of surprises and challenges in its wake. The Free Software Foundation marked its 40th anniversary while tackling issues with aggressive AI web crawlers. A staggering 416 billion AI bot requests were blocked by Cloudflare in just six months. Notably, AI generated over 200,000 podcast episodes, showing its vast capabilities. However, this raised concerns about originality, as students submitted AI-generated homework. Despite these challenges,...
David Cassel

Saturday, December 27, 2025

The 3 a.m. Call That Changed The Way I Design APIs

2025-12-27 18:00
At 3:17 a.m., a critical alert changed the author's approach to API design. A database failure caused a complete service outage, leading to significant costs and lost trust. This incident inspired "The 3 a.m. Test": will the on-call engineer swiftly diagnose and fix issues? It emphasizes avoiding complex designs that hinder quick recovery. The author rebuilt the API infrastructure, focusing on principles like designing for partial failure. This approach ensures degraded responses instead of...
Sreenivasa Reddy Hulebeedu Reddy

5 Key Trends Shaping Agentic Development in 2026

2025-12-27 15:00
🚀 As we look ahead to 2026, key trends in agentic development are emerging. 1️⃣ **Model Context Protocol (MCP) Management**: Effective management of MCP servers will be crucial as developers integrate these tools into workflows. 2️⃣ **Parallel Task Execution**: Apps like Conductor and Verdent AI are paving the way for executing multiple tasks simultaneously, improving efficiency for senior engineers. 3️⃣ **Role Clarity**: Understanding the distinction between Agentic CLI and desktop...
David Eastman

Trends That Defined JavaScript in 2025

2025-12-27 14:00
In 2025, the JavaScript ecosystem experienced significant changes focused on performance optimization and a shift towards a “web standards first” approach. Developers began questioning the dominance of React, advocating for simpler solutions as modern browsers evolved. New frameworks emerged, such as Hono for edge computing and Mastro for multipage applications, emphasizing lighter client-side loads. Additionally, React transitioned to an independent foundation under the Linux Foundation to...
Loraine Lawson

Friday, December 26, 2025

How To Accelerate Growth With AI-Powered Smart APIs

2025-12-26 19:00
Enterprise IT teams face challenges in a rapidly changing landscape of distributed applications and hybrid clouds. While creating applications is easier than ever, ensuring their utility at scale is complex. A modern integration strategy, focused on hybrid cloud and AI, is essential to break down data silos and enhance connectivity. Smart APIs, powered by AI and automation, are vital for seamless integration, allowing applications to communicate effectively. This integration is key for...
Raghuram Tadipatri

Four Data Infrastructure Shifts Defining AI Success in 2026

2025-12-26 18:00
Shifts in data infrastructure are set to define AI success by 2026. Key points from recent industry discussions highlight that quality and accessibility of data are crucial for AI value, not just model size. 1️⃣ AI will transition from trials to scalable production. 2️⃣ Cloud strategies will focus on workload needs rather than preferences. 3️⃣ Cyber resilience will prioritize real-time detection and data integrity. These trends emphasize the importance of a solid data foundation for reliable...
Riccardo DiBlasio

TeamCity Pipelines Is Now Part of TeamCity Enterprise

2025-12-26 16:19
🚀 TeamCity Pipelines has officially joined TeamCity Enterprise! After a successful launch in March 2024, the new Pipelines workflow simplifies CI/CD setup with a visual editor and YAML support. Feedback from users has been positive, leading to its integration into TeamCity Enterprise. 📅 In December 2025, TeamCity announced a unified platform, enhancing user experience by combining Pipelines with existing build configurations. Existing Pipelines users have successfully transitioned to TeamCity...
Dmitrii Korovin

Monitor Your Servers With Free Uptime Kuma Container

2025-12-26 16:03
🚀 Monitor your servers effortlessly with Uptime Kuma! This free Docker container allows you to track the status of multiple servers and services, including HTTP(S), MySQL, and Docker containers. You’ll need a host that supports Docker and some basic setup steps, which are straightforward. For a detailed guide on installation and monitoring, check the article! #UptimeKuma #Docker #ServerMonitoring #TechTools #SysAdmin
Jack Wallen

Java Developers Get Multiple Paths To Building AI Agents

2025-12-26 15:02
Java is making strides in AI development, potentially overtaking Python as the leading programming language by 2025. According to Simon Ritter from Azul Systems, Java's scalability and performance make it a strong contender for enterprise AI applications. New frameworks like Embabel and LangChain4j are emerging to support Java developers. The landscape is shifting, and the competition between Java and Python in AI is heating up. #Java #AI #Programming #TechTrends #EnterpriseAI 🤖📈✨
Darryl K. Taft

Securing Legacy Android Apps: Modern Encryption Practices

2025-12-26 15:00
🔐 As mobile developers progress, the importance of modern security practices becomes clear. Legacy Android apps often contain outdated security measures that expose users to risks. Key vulnerabilities include outdated hashing algorithms like MD5 and SHA-1, hardcoded API keys, and weak authentication flows. These issues can be identified through security scans using tools like Checkmarx. It's essential for engineers to update these practices to protect user data effectively. #AndroidSecurity...
Stephen Henry

AI vs Gen Z: How AI has changed the career pathway for junior developers

2025-12-26 14:39
The article explores how AI has altered career prospects for Gen Z software developers. Once viewed as a stable career choice, software development now faces challenges due to advancements in AI. Many Gen Z students, who once felt assured about their future in this field, are now reassessing their paths. The shift raises questions about the evolving landscape of tech careers. 🔍💻📉 #GenZ #SoftwareDevelopment #AI #CareerPaths #TechTrends
Phoebe Sajor

Containers are easy—moving your legacy system off your VM is not

2025-12-26 08:40
In a recent podcast, Ryan Donovan discusses cloud-native environments with Dan Ciruli of Nutanix. They explore the integration of virtual machines (VMs) and Kubernetes, emphasizing the ongoing importance of VMs in enterprise applications. Dan also highlights how AI can aid in modernizing legacy systems, making the transition smoother. For more insights, tune in to the full episode! 🎧💻 #CloudComputing #VirtualMachines #AI #Kubernetes #Nutanix
Phoebe Sajor

Improving code quality - Session 59: Class facade with water

2025-12-26 02:00
🛠️ This week’s "Improving Code Quality" focuses on the design of class facades using a practical example. The article by Munetoshi Ishikawa discusses the relationship between `FooValueStore` and `FooValueStoreClearer`. It highlights the complexities that arise when separating functionalities, such as the need for both classes to share the same instance. To simplify, the article suggests integrating the `clearAll` method directly into `FooValueStore` to enhance usability and reduce complexity...

Thursday, December 25, 2025

Whether AI is a bubble or revolution, how does software survive?

2025-12-25 14:42
The AI industry continues to see significant investment, surpassing $100 billion since the launch of ChatGPT in November 2022. 💰 Tech companies are exploring various applications of generative AI, from security testing to healthcare improvements. The HumanX conference highlighted these advancements and shared insights on funding trends. As AI evolves, predictions suggest increased funding and potential acquisitions in the near future. 📈🤖 #AI #TechInvestment #Innovation #GenerativeAI...
Ryan Donovan

Donald Knuth’s 2025 Christmas Lecture: The Knight’s Tours

2025-12-25 14:00
🎉 Donald Knuth recently delivered his annual Christmas lecture at Stanford, celebrating over 30 years of this tradition. Approaching his 88th birthday, he continues to work on "The Art of Computer Programming." This year, Knuth explored the classic graph theory question: "Can a knight cover all cells of a chessboard without revisiting?" Through this, he emphasized the beauty found in math and computer science. He also shared updates on his adventures, including his 64th wedding anniversary...
David Cassel

Ruby Turns 30: A Celebration of Code, Community, and Creativity

2025-12-25 09:11
🎉 Ruby celebrates 30 years of making coding more human and enjoyable! Created by Yukihiro “Matz” Matsumoto, Ruby's design emphasizes intuitive syntax and object-oriented principles. As part of the anniversary, RubyMine is now free for non-commercial use, supporting new developers. Over the years, Ruby has introduced key tools like Bundler, RSpec, and RuboCop, shaping a vibrant community focused on craftsmanship. #Ruby30 #Programming #DeveloperCommunity #RubyMine #CodeCraftsmanship
Alexey Varfolomeev

Wednesday, December 24, 2025

Sidero Labs Extends Talos Linux Directly to Broadcom VMs

2025-12-24 21:00
Sidero Labs has launched an extension of Talos Linux for Broadcom VMs, providing an efficient solution for managing Kubernetes deployments. 🌐 Talos Linux is designed to simplify operations by eliminating the need for a general-purpose OS, which can complicate private cloud and edge environments. 🖥️ The new Omni SaaS allows users to dynamically provision Talos nodes in vSphere, enhancing cluster scalability without manual intervention. 🛠️ This development addresses customer needs for easier...
B. Cameron Gain

Redefining API Management for the AI-Driven Enterprise

2025-12-24 19:00
API management has evolved beyond simple connectivity in enterprise architecture. Traditionally, teams focused on building and securing APIs for data exchange. With the rise of enterprise AI, APIs now serve as essential components that fuel AI systems, providing context and orchestration. As businesses scale AI, the focus shifts to the intelligence and reliability of APIs. APIs are the new supply chain for AI, enabling real-time access to governed data and connecting various systems for...
Raghuram Tadipatri

Scale LLM Tools With a Remote MCP Architecture on Kubernetes

2025-12-24 18:00
As AI systems transition to production, developers face challenges with large language model (LLM) tools. Initial local setups often fail under real workloads, leading to issues such as crashes and workflow interruptions. A new architecture proposes running Model Context Protocol (MCP) servers remotely on Kubernetes. This setup improves scalability and allows for independent tool updates without disrupting workflows. By isolating the LLM from its tools, teams can better manage and debug...
Nikhil Kassetty

How To Get DNS Right: A Guide to Common Failure Modes

2025-12-24 16:00
Understanding DNS is crucial for digital connectivity. 🌐 This article outlines common DNS issues that can cause outages and performance problems, focusing on micro-outages and misconfigurations. Micro-outages may last minutes to an hour, affecting specific regions, while misconfigurations, like CNAMEs at the apex, can lead to resolution failures. Monitoring and testing are essential for maintaining optimal DNS performance. #DNS #TechInsights #DigitalConnectivity #Troubleshooting #WebPerformance
Sheldon Pereira

A Guide to Safe, Incremental Open Source Observability Migration

2025-12-24 15:00
Unlock the potential of open source observability migration! 🚀 The article discusses how organizations can transition from proprietary software to open source solutions efficiently. It emphasizes that with the right tools, migrations can take weeks instead of months. Many companies already have an open architecture for metrics and logs. The focus should be on redirecting data pipelines and converting essential queries, not reinventing instrumentation. By following a structured plan, teams can...
Marjorie Freeman

The Great Unracking: Saying goodbye to the servers at our physical datacenter

2025-12-24 14:03
📅 On July 2, 2025, Stack Exchange bid farewell to its physical datacenter in New Jersey. For 16 years, the SRE team managed the servers, but now all operations have transitioned to the cloud. This shift means no more physical visits for maintenance. Kudos to the SRE team for their hard work in making this change possible! More insights on the migration will be shared soon. #CloudComputing #DataCenter #TechTransition #StackExchange #SRE
Ryan Donovan

How to deploy and benchmark vLLM with GuideLLM on Kubernetes

2025-12-24 08:00
Unlock the potential of Large Language Models (LLMs) with the latest guide on deploying and benchmarking vLLM using GuideLLM on Kubernetes. 🚀 This article provides a step-by-step approach for Kubernetes users to set up a vLLM server on OpenShift, utilizing NVIDIA GPUs. It includes performance testing with GuideLLM to measure metrics like request throughput and latency, crucial for production readiness. Learn about prerequisites, deployment steps, and benchmarking methodologies to ensure...
Harshith Umesh