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At CubeCon Plus CloudNative Con Europe, Broadcom’s Wu outlined the company’s strategy for keeping Kubernetes workloads tightly coupled with virtual machines. He highlighted Valera, an open‑source backup, disaster‑recovery and migration tool, and reaffirmed that VMware Cloud Foundation (VCF) remains the primary platform for delivering a conformant Kubernetes runtime, while Tanzoo focuses on developer‑centric experiences. Key insights included Broadcom’s push for Dynamic Resource Allocation (DRA) to expose GPU and AI resources through familiar VM‑level constructs, enabling smoother AI inference workloads on Kubernetes. The firm emphasized multi‑cluster, multi‑release support with 24‑month enterprise guarantees, and stressed the importance of integrating existing CI/CD pipelines rather than forcing a wholesale re‑tooling of customer environments. Notable remarks underscored the security depth—"six layers of security from hypervisor to container namespace"—and cited IDC’s forecast that roughly 85% of containers will continue running inside VMs by 2028. Wu also pointed out Broadcom’s standing as a top‑five CNCF contributor, citing projects like Contour, Harbor, and Cluster API as evidence of its open‑source commitment. The convergence of VMs and containers signals that enterprises can achieve higher resource utilization, cost savings, and consistent security postures while retaining flexibility to migrate workloads across any conformant Kubernetes distribution. Broadcom’s integrated stack and open‑source engagement aim to simplify complex, multi‑cloud deployments and accelerate time‑to‑production for AI‑driven applications.
The webinar centered on how AI agents can autonomously test applications without predefined scripts, exploring the shift from traditional manual testing to an AI‑augmented testing paradigm. Veteran QA leader Mukund highlighted his three‑decade journey from early QC practices to today’s...
The OpenStack Ops Radio Hour on March 27, 2026 centered on a community‑driven deep‑dive into Open Virtual Network (OVN) as the default software‑defined networking layer for OpenStack. Participants from CERN, CSC Finland, a Brazilian university, and other operators exchanged real‑world...
In a casual DevOps Q&A on April 2, 2026, hosts recapped highlights from KubeCon and related collocated events, noting strong interest in Argo sessions that forced room changes and full-capacity halls. Presentations recommended for viewing include talks on GitHub secrets,...
The Black Hat USA 2025 talk, presented by Yuan of Tencent Security Winding Lab, detailed a novel approach to strengthening static application security testing (SAST) by marrying large language models (LLMs) with a customized data‑flow analysis (DFA) engine. The session...
The video walks through the architecture and practical use of the vLLM inference engine, showing how it transforms a basic single‑request LLM setup into a production‑ready, multi‑user service. It contrasts the naïve Hugging Face baseline with vLLM’s optimized pipeline, emphasizing...
At the Coding Agents Conference, Braintrust’s developer advocate Jessica Wang warned that many AI coding teams are “shipping on vibes,” deploying agents without solid evaluation frameworks. She emphasized that without real eval datasets, scoring systems, and controlled experiments, organizations are...
At the Coding Agents Conference, Union.ai’s chief ML engineer Niels Bantilan warned that building agents is less about novel features and more about resilient infrastructure. He emphasized that durable, self‑healing, and easily debuggable systems prevent costly downtime. Bantilan highlighted Flyte’s...
At the Coding Agents Conference on March 3, 2026, LangChain CEO Harrison Chase and Arcade AI CTO Sam Partee delivered a keynote arguing that the real barrier to scaling AI agents is not model intelligence but foundational infrastructure. They highlighted...
The Tech Bites podcast episode spotlights OpsMill’s Infrahub, a data‑management platform designed to underpin network automation initiatives. Host and guest Damian Garos explain that automation can only be as reliable as the underlying inventory, IP schemes, VLANs, and other topology...
The video demonstrates how to achieve true serverless behavior—automatic scaling to zero and back—using plain Kubernetes rather than proprietary services like AWS Lambda. By combining Crossplane, Envoy Gateway, KEDA (referred to as KDA), Prometheus, and a pod‑monitor, the author builds...
The video provides a step‑by‑step deep dive into the OpenClaw architecture, focusing on how to slash API expenses, boost performance, and secure the deployment. The presenter walks viewers through provisioning a fresh instance on a virtual private server, configuring API...
The video addresses an AWS AI Practitioner exam scenario where a company builds a customer‑support chatbot on Amazon Bedrock and must block unrelated topics, profanity, and prompt‑injection attempts. It highlights the need for a safety mechanism that can enforce content...
The video outlines a step‑by‑step career roadmap for aspiring DevOps engineers targeting the 2026 job market, emphasizing that demand for these roles is surging globally according to Statista data. It argues that beginners should first master foundational infrastructure skills—Linux command...
The video highlights how large language models (LLMs) are being deployed to untangle the notoriously chaotic process of firmware upgrades across diverse hardware ecosystems. Operators must first locate each device, determine its exact hardware revision, identify the firmware version it...
The video introduces AI Ops—artificial‑intelligence‑driven IT operations—as a response to the massive data streams generated by modern software stacks, where enterprises routinely produce tens of gigabytes of logs and run thousands of microservices. Traditional operations rely on human analysts to triage...
Stripe’s engineering team has deployed AI‑driven “minions” that autonomously write and submit code, handling roughly 1,300 pull requests each week with little human supervision. These bots are integrated directly into the company’s Slack workspace, allowing engineers to request new documentation...
The Agentic DevOps podcast returns for a season‑two kickoff, focusing on how generative AI—especially the latest Claude Opus, Sonnet, and Gemini models—has reshaped software delivery and amplified shadow‑IT concerns. Hosts Brett Fischer and Nurmal Ma reflect on the rapid evolution...
The video chronicles how Spotify’s famed squad model, while driving explosive engineering growth, eventually created a fragmented ecosystem of tools, services, and undocumented processes. New hires faced dozens of disparate dashboards and unclear ownership, leading to duplicated effort and slow...
The video introduces Spacelift’s newest offerings—Spacelift Intent and Spacelift Intelligence—as a response to the widening gap between AI‑accelerated developer productivity and the slower, ceremony‑heavy world of infrastructure provisioning. Marine Wizinski explains that while developers can now generate code and ship...
The video walks through Azure DevOps certification question 23, which asks candidates to select the proper configuration for a retention strategy that keeps pipeline artifacts for 30 days while preserving production release artifacts indefinitely. The correct answer is to set a...
The video introduces Temporal’s ability to remember exactly where a piece of code failed and resume execution once the error is fixed. This feature eliminates the traditional need to restart a server or rewrite logic after a syntax or runtime...
In this tutorial Abhishek demonstrates how to construct a full‑stack DevSecOps AI workflow without writing a single line of code, leveraging the SIM.AI platform’s “mothership” prompt‑driven builder. The workflow is activated by a GitHub pull‑request webhook, extracts changed files, hands...
Stripe’s engineering team has built a fleet of AI‑driven “minions” that automatically generate and land roughly 1,300 pull requests each week, with human involvement limited to code review. The system is triggered from everyday collaboration tools—Slack, Google Docs, or ticketing...
The video walks viewers through deploying OpenClaw, a private AI assistant, on a Hostinger VPS using the platform’s one‑click deployment feature. Krishna demonstrates selecting the KVM2 plan—two CPU cores, 8 GB RAM, 100 GB NVMe storage, and 8 TB bandwidth—at a monthly cost...
The video presents a hands‑on, end‑to‑end walkthrough of the Hugging Face ecosystem, showing how modern AI moves from research prototypes to production‑ready applications. It highlights the three core pillars—Models, Datasets, and Spaces—and demonstrates how developers can navigate each component to...
Kilo’s co‑founder and CEO Scott outlined how the company processed more than 25 trillion tokens since its May launch and used that data to reshape software engineering. By treating 2027‑level AI tools as core collaborators, Kilo shifted developers from manual coders...
The video walks through building a self‑contained inference‑as‑a‑service platform on Kubernetes, from provisioning GPU‑enabled clusters to deploying the first model. It targets organizations in regulated sectors—healthcare, finance, government—where data must never leave the corporate network, and it demonstrates how a...
The conversation centers on performance optimization and software‑hardware co‑design spanning PyTorch, CUDA, and NVIDIA GPUs, highlighted by the launch of SageMaker HyperPod—a service that keeps GPUs pre‑warmed for instant swapping. The speaker also promotes his new O'Reilly book that stitches...
The video explains Temporal’s durable execution model, emphasizing that workflow code must be deterministic. By restricting programs to repeatable logic—no random number generators or external nondeterministic calls—Temporal ensures that rerunning a workflow with identical inputs yields the same results. Key insights...
The video outlines the ten essential DevOps concepts every engineer should master in 2026, emphasizing that it is a conceptual guide rather than a step‑by‑step roadmap. Abhishek walks viewers through foundational skills—Linux, Git, and shell scripting—before moving to cloud‑native tools...
The video revisits the original promise of serverless computing, explaining how the term emerged organically as developers imagined writing code, uploading it to a massive cloud, and letting the platform handle execution without manual server management. It highlights key attributes such...
The lecture focuses on deploying databases at scale, contrasting simple flat‑file storage with full‑featured relational database systems. David Malan explains how flat files like CSVs store data linearly but lack efficient querying, versioning, and relational integrity, prompting a shift toward...
The video introduces K9s, a free, open‑source terminal user interface that streamlines interaction with multiple Kubernetes clusters. Abhishek demonstrates that K9s replaces the myriad kubectl commands and custom aliases with a navigable UI. After a one‑line install via Homebrew, Chocolatey or...
Telefónica is partnering with Wind River to build a unified, cloud-native Telco Cloud infrastructure across multiple markets (UK, Brazil, Spain) to support next-generation network functions at global scale. The operators aim to industrialize deployments by maximizing automation—enabling in-service upgrades, CI/CD,...
The video addresses a practice‑exam question for the Azure DevOps Engineer certification, asking which integration lets a team receive Microsoft Teams notifications when a pull‑request (poll) request is approved. It explains that Azure DevOps service hooks—or webhooks—can be configured to push...
The video introduces Kron SDK, a Go‑based toolkit that lets developers embed the model serving logic directly into their applications, removing the traditional separate model server. By compiling the entire RAG stack—including a vector database—into one Go binary, developers can deploy...
Software testing course by Bo KS teaches fundamentals, automated testing with Playwright, and AI‑driven test generation. It starts by stressing why testing matters, citing real‑world failures such as Night Capital’s $440 million loss, a 1980s radiation‑therapy overdose, and the Boeing 737 Max...
The video introduces AWS Secrets Manager, a fully managed service that centralizes the storage of sensitive configuration data such as database passwords, API keys, and tokens. By moving secrets out of code repositories and environment files, the service eliminates the...
The video is a ten‑hour, seven‑part series that walks DevOps engineers from zero to hero in DevSecOps, covering introductions, Git/GitHub, Terraform, container security, Kubernetes, emerging tools, and a capstone three‑tier project. Abishek stresses that DevSecOps is not a separate role but...
The webinar, titled “Beyond Kubernetes: Pragmatic platform engineering for 2026,” brings together Broadcom’s VCF team, VMware veteran Jad, and cloud‑native evangelist Kelsey Hightower to dissect the real‑world challenges of platform engineering. Rather than a polished sales pitch, the discussion focuses...
The video introduces Temporal’s durable execution model as a way to boost developer productivity when building agentic systems. It explains how Temporal abstracts reliability concerns, allowing developers to write ordinary code that runs to completion despite cloud‑scale failures, flaky services,...
The LF Live webinar featured Assaf Saf Salvich, AI Engineering Group Manager at Commodore, outlining the company’s journey toward self‑healing AI‑driven Site Reliability Engineering (SRE). He described how Commodore has amassed close to two million real‑world Kubernetes incidents, initially attempting to...
The video introduces Ins, an open‑source AI‑native backend platform that, when paired with a code‑generation tool such as GitHub Copilot, can spin up a complete production‑grade full‑stack application—including authentication, database, storage and AI‑powered features—using only natural‑language prompts. The presenter walks through...
The video explains why PostgreSQL tables that continuously ingest timestamped events degrade over time despite typical optimizations like indexes, partitioning, and hardware scaling. It shows that each fix only treats symptoms: indexes grow with data, B‑tree scans ignore temporal locality, partitions...
The video introduces Agentic AI as a paradigm shift from traditional large‑language‑model (LLM) chat interfaces to autonomous agents that can complete end‑to‑end goals. Naven explains that unlike single‑turn prompt‑response models such as ChatGPT, an Agentic AI system plans, acts, observes...
Techstrong TV’s March 16 episode examined how AI is reshaping application security and broader enterprise operations. Steve Boone highlighted AI‑driven coding assistants turning the software development lifecycle into an “agentic delivery” model, while the recent Google Cloud API key leak underscored...
The video introduces Once, a platform that lets developers run several Docker‑containerized web applications on a single machine—whether a laptop, on‑prem server, or cloud VM. Installation is reduced to a one‑liner curl command that auto‑detects the host OS and pulls...
Cloud system administrators are the unseen operators behind everyday apps, and the video outlines the 2026 skill roadmap for this role. It emphasizes that mastery of at least one leading cloud platform—AWS, Azure, or Google Cloud—is the foundation for a...
The video contrasts Docker, a tool for building and running individual container images, with Kubernetes, a platform that orchestrates large fleets of those containers. It walks through a simple Dockerfile that pulls a Python base, installs Flask, copies code, and...
