AI Runs on Open Source & Real Humans: Why You Need Linux & Cloud Native Skills to Power AI at...
AI adoption is accelerating, but high‑performing models depend on open‑source foundations such as Linux, Kubernetes, and cloud‑native infrastructure. Without this stack, AI systems struggle to scale, deploy reliably, and move beyond experimental phases. The video highlights a growing talent gap: professionals who blend Linux expertise with cloud‑native, platform engineering, and security skills are becoming essential. These cross‑functional engineers gain career leverage as organizations seek to operationalize AI at enterprise scale.
Three Ring Binders, AI Tentacles, and the Future of Quality — Into the MoTaverse Episode 8
In Episode 8 of Into the MoTaverse, Rosie Sherry interviews Canadian quality advocate Shawn Vernier, tracing his path from software developer to quality engineer. Vernier emphasizes the importance of asking "why" to drive a deeper understanding of testing, automation, and product...
Make Multi-Cloud and Hybrid Cloud Portability a Reality With FluidCloud (Sponsored)
The sponsored Day2 DevOps episode introduces Fluid Cloud, a startup built to solve the painful, months‑long process of moving workloads between cloud accounts and providers. Co‑founders Sherad Kumar and Harshed Omar recount how a nine‑month AWS‑to‑AWS migration after an acquisition...
Ultimate End to End DevSecOps Project Implementation | 3 Hours Tutorial
The video walks viewers through an end‑to‑end DevSecOps implementation using a publicly available three‑tier blogging application called "journey." Abhishek explains the app’s architecture—React front‑end behind an Nginx reverse‑proxy, a Node.js/Express back‑end, and a PostgreSQL database—and shows how a DevSecOps engineer...
How Figma Engineers Sync Designs with Claude Code and Codex
Figma engineers Gui Seiz and Alex Kern demonstrated a bidirectional workflow that uses Figma’s Machine Code Pull (MCP) to import live production code into design files and Claude Code to push design changes back into the codebase. The process eliminates...
CI/CD in Production with Jenkins – Complete DevOps Course
The video is a 17‑hour masterclass that walks viewers through building production‑grade CI/CD pipelines with Jenkins, covering everything from basic concepts to a three‑hour DevSecOps mega‑project. It starts with SDLC fundamentals, then introduces Jenkins installation via Docker, freestyle jobs, parameterized builds,...
Solution Showcase: The Freeing Power of Testing Automation with Phillip Furukawa and Chris Paravate
The episode spotlights SH Test’s testing‑automation platform and its deployment at Northeast Georgia Health System (NGHS), a 1,000‑bed, multi‑hospital network running Epic across acute, long‑term and rehab care. The discussion centers on how automated regression testing reshapes the traditionally labor‑intensive...
AI Project Chaos, DevOps Disruption & Google Gemini Lawsuit | TSG Ep. 1035
The Techstrong Gang episode highlights how artificial intelligence is redefining project management, DevOps workflows, and legal accountability. Panelists discuss the growing complexity IT leaders face when integrating AI into technology initiatives. They explore AI‑assisted coding, automation, and new tooling that...
Kubernetes YAML File Structure Explained
The video explains the required structure of Kubernetes YAML definition files, emphasizing four top-level fields: apiVersion, kind, metadata, and spec. It details each field’s purpose—apiVersion selects the Kubernetes API version, kind specifies the object type (case-sensitive), metadata holds identifying information...
What Is a Kubernetes Deployment? (Rolling Updates & Rollbacks Explained)
Kubernetes Deployments sit above Pods and ReplicaSets, providing a declarative layer for managing application lifecycles. They automate the creation and scaling of ReplicaSets while handling versioned rollouts without service disruption. Features such as rolling updates, instant rollbacks, and the ability...
How Kubernetes Services Connect Microservices (ClusterIP & NodePort Explained)
The video walks through Kubernetes service types—ClusterIP and NodePort—to illustrate how microservices discover and communicate with each other inside a cluster. It starts by showing why a voting app should not reference a Redis pod’s IP directly; instead, a Service...
How OpenAI Scaled ChatGPT to 800 Million Users with ONE Postgres Database
OpenAI’s latest blog post reveals that its ChatGPT service, now serving over 800 million users, still relies on a single primary PostgreSQL instance. The company’s disciplined engineering approach—eschewing premature sharding—has allowed it to scale from a handful of users in 2015...
The Ultimate Beginner’s Guide to OpenClaw
The video walks viewers through the ultimate beginner’s guide to OpenClaw, a no‑code AI assistant that runs 24/7 on a server and can act on your behalf via Telegram, email, calendar, and more. It explains why OpenClaw differs from standard...
What Is a Pod in Kubernetes? (K8s Basics Explained)
A pod in Kubernetes is the smallest deployable object and typically represents a single instance of an application, encapsulating one or more containers. Scaling is achieved by creating additional pods rather than adding containers to an existing pod, though sidecar/helper...
Techstrong TV - March 6, 2026
TechStrong TV hosted Dennis Mandich, co‑founder and CTO of Crypt, to discuss the emerging quantum security landscape and the company’s inclusion in the Quantum Security 25 list. Mandich outlined his 20‑year intelligence background, the formation of the Quantum Economic Development...
Bill Kennedy at FOSDEM'26: Directly Integrating LLM Models Into Go Applications
At FOSDEM ‘26 Bill Kennedy unveiled a new approach for integrating large‑language‑model inference directly into Go applications, bypassing traditional model‑server architectures. He explained how licensing costs and the need to run separate C‑or‑Python services have hampered Go developers. Ron Evans’ pure‑Go FFI...
LangSmith Skills + CLI: AI Agents That Debug and Improve Themselves 🤖
LangChain unveiled LangSmith Skills together with a new command‑line interface, enabling AI coding agents to debug themselves, generate datasets, and run experiments directly from the terminal. The Skills extend the LangSmith platform—already used for tracing, evaluating, and monitoring LLM applications—by exposing...
What Does a Platform Engineer Do?
The video defines platform engineering as a distinct discipline focused on building internal products for developers rather than merely operating infrastructure. Mallerie emphasizes that platform engineers act as product builders whose customers are the organization’s engineering teams. Core responsibilities include creating...
Production ML on AWS: Monitoring, Troubleshooting, and Cost Optimization
The video demonstrates how to monitor, troubleshoot, and optimize production ML deployments on AWS, using CloudWatch logs to validate API Gateway and Lambda-based serverless inference pipelines. It walks through triggering an API, inspecting log groups and log streams to confirm...
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
The tutorial walks through updating a containerized ML model on AWS Lambda after pushing a new image to Amazon ECR, highlighting why old results can persist. It demonstrates fixing a Python return statement to include readable class labels, redeploying via...
What Is a ReplicaSet in Kubernetes? (High Availability Explained)
A ReplicaSet in Kubernetes guarantees that a specified number of pod instances remain active at all times. When a pod crashes, the ReplicaSet automatically creates a replacement, preventing service interruption. It also spreads pods across available nodes, balancing load and...
AI Benchmarks: What Jellyfish Learned From Analyzing 20 Million PRs
Jellyfish analyzed telemetry from 1,000 customers — covering about 200,000 developers and 20 million pull requests — to benchmark AI adoption and impact in software engineering. The company links IDE and agent usage (e.g., Copilot) to task and source-control data...
Sysadmin Meltdown: Inside the Data Center Chaos & the Fixes | TSG Ep. 1033
The Techstrong Gang episode dissects why modern data‑center outages erupt, highlighting aging infrastructure, shrinking budgets, and the double‑edged promise of AI‑driven ops tools. Panelists argue that labeling failures as merely "human error" masks deeper systemic flaws. They introduce a new...
Learn MLOps with MLflow and Databricks – Full Course for Machine Learning Engineers
The new free course offers an end‑to‑end deep dive into MLflow, the industry‑standard platform for managing the full machine‑learning lifecycle. It guides learners through experiment tracking, model versioning, prompt management, and systematic evaluation, then demonstrates professional integration with Databricks and...
Techstrong TV - March 5, 2026
AI-driven code assistants are delivering functional software faster, but security safeguards are lagging, prompting Endor Labs to launch a real‑time intelligence layer that vets open‑source models for AI‑induced vulnerabilities. Meanwhile, Xurrent highlights a shift in IT service management from reactive...
Why Developers Use Docker Containers (The Real Reason)
Developers adopt Docker containers to eliminate dependency mismatches across environments. By encapsulating an application and its entire runtime stack into a portable image, Docker guarantees consistent execution from a developer’s laptop to production servers. This approach eradicates the classic “works...
Why Self-Hosting AI Models Is a Bad Idea
The video argues that self‑hosting large language models is economically untenable and legally risky, urging users to rely on provider APIs instead. It breaks down the hardware needed for a 2.5‑billion‑parameter model—four to sixteen Nvidia H100 GPUs, 595 GB storage, and 300‑400 GB...
Cloud Native Live: Kyverno — Battle-Tested Policy to Safeguard Production
Kyverno has matured into a battle‑tested policy engine for Kubernetes, with a year of enhancements and a broader umbrella of related projects on GitHub. The session showcases real‑world production adoption across diverse industries, highlighting new mutation, validation, and webhook capabilities....
Revolutionizing Linux Maintenance with Update Scripts
Paul outlines major upgrades to the update.sh script, now automating cache cleaning, package updates, and kernel management in a single workflow. He also unveils a new utility that scans Linux supply‑chain security and hardware configurations, reporting vulnerabilities and verifying package...
NVIDIA-Certified Associate AI Infrastructure and Operations (NCA AIIO) Free Study Course
NVIDIA has launched a free study course for its entry‑level NCA AIIO certification. The curriculum, built by instructor Andrew Brown, walks learners through NVIDIA foundations, hardware, and advanced GPU acceleration. The program aims to equip candidates with the knowledge needed...
Minder: Policy-Based Control of Software Security | OpenSSF Project Spotlight
Minder, an OpenSSF initiative, provides continuous policy enforcement for software supply chains, monitoring repositories, releases and pull requests to maintain security compliance with minimal friction. The service defines policies, uses webhooks to detect drift, and automatically remediates violations via patches, comments...
Kubernetes Local Setup Got Very Easy.
The video introduces VIND, a new tool from vCluster that dramatically simplifies running Kubernetes on a developer’s laptop. VIND can spin up multiple, fully‑featured Kubernetes clusters, each encapsulated within a single Docker container, eliminating the need for complex VM setups. Unlike...
This FREE Kubernetes Tool Is Insane | New DevOps Secret Weapon
The video introduces VIND (vCluster in Docker), a free tool that spins up fully functional Kubernetes clusters as Docker containers, targeting developers and DevOps engineers who need rapid, lightweight local environments for testing, CI/CD, and proof‑of‑concept work. Abhishek walks through...
Microsoft Certified DevOps Engineer Question 2: Azure Repos
The video addresses a Microsoft A400 certification prep question focusing on Azure Repos and how teams can enforce code reviews while using a trunk‑based development strategy. It explains that configuring branch policies on the main branch to require pull requests and...
Techstrong TV - March 2, 2026
The RSA Conference 2026 celebrated its 35th anniversary, drawing over 43,000 cybersecurity professionals to discuss AI governance, quantum‑safe cryptography, and empathetic leadership. Dr. Aqib Rashid warned that unchecked agentic automation can magnify minor errors into large‑scale incidents, urging deterministic controls...
Cloudflare Just Slop Forked Next.js…
Cloudflare has launched Vinext, a Vite‑based reimplementation of the Next.js API that lets developers run Next.js‑style applications on Cloudflare’s edge network or any other environment. By decoupling the framework from Vercel’s hosting platform, Vinext offers faster build times and broader...
How Coinbase Scaled AI to 1,000+ Engineers | Chintan Turakhia
Coinbase engineering leader Chintan Turakhia says the company has successfully scaled AI across a 1,000+ engineer organization to boost velocity and rebuild a major consumer-facing app under an aggressive six- to nine-month timeline. Adoption succeeded after leadership became hands-on with...
Modular Monoliths: The Architecture That Scales W Your Domain - Omphile Matheolane - DDD Europe 2025
At DDD Europe 2025, Omphile Matheolane argued that modular monoliths—structured, well-partitioned single applications guided by Domain-Driven Design—offer a practical, scalable alternative to hastily adopted microservices. He outlined the common downsides of microservices (debugging complexity, high operational overhead, and distributed coupling)...
Using Agents in Production: Past Present and Future // Euro Beinat
Prosus announced it has shipped nearly 8,000 AI agents, with only 15% achieving production status while the remainder function as learning experiments. The data was presented at the Computer History Museum’s Coding Agents virtual conference on March 3, where industry...
How To Install Jenkins in Windows | Jenkins Installation On Windows | Install Jenkins | Simplilearn
The video walks viewers through installing Jenkins, the open‑source automation server, on a Windows machine. After a brief overview of Jenkins’ role in CI/CD pipelines, the presenter outlines prerequisites such as Java JDK 17 (or newer) and minimal hardware specs,...
Context Engineering 2.0: MCP, Agentic RAG & Memory // Simba Khadder
Simba Khadder unveiled Redis Context Engine at the Coding Agents Conference, positioning it as "Context Engineering 2.0" that merges retrieval, tool invocation, and memory into a single MCP‑native surface. The platform treats documents, databases, events, and live APIs as addressable resources via...
Enterprise-Ready MCP // Jiquan Ngiam
The Coding Agents Conference on March 3 will feature Jiquan Ngiam discussing the rapid enterprise adoption of agents and Model Context Protocols (MCPs). Over 80 % of professional developers now use AI tools daily, and agentic coding platforms such as Claude Code...
Techstrong TV - February 27, 2026
Techstrong TV featured Nikquille Hondigal, co‑founder and Chief AI Officer of Forward Networks, to discuss the company’s evolution from a software‑defined networking (SDN) startup to an AI‑enabled network operations provider. Founded twelve years ago by Stanford PhDs, Forward Networks has...
Anthropic Vs. The Pentagon + AI Agents Are Rewriting Software | TSG Ep. 1029
The episode centers on a high‑stakes standoff between Anthropic and the U.S. Department of Defense over a $200 million contract to supply the Claude model. The Pentagon seeks fewer guardrails, while Anthropic insists on a strict human‑in‑the‑loop policy for any weaponized...
Is "Testing in Production" Actually the Safest Way to Ship?
The podcast episode explores whether testing in production is the safest way to ship software, contrasting disposable code generated by AI with durable, production‑tested code that underpins critical systems. Speakers argue that incremental, observable changes are essential; observability‑driven development, continuous deployment,...
AI Success Is About Learning Not Output | Platform Engineering Meetup Highlight
The Platform Engineering meetup highlighted a shift in AI strategy: success hinges on continuous learning rather than sheer output volume. Speakers warned that the industry’s rush to “move at AI speed” must be tempered by robust safety and security practices,...
Ranking All Kubernetes Certifications by Career Impact
The video ranks seven Kubernetes certifications by their career impact rather than difficulty, categorizing them into S, A, and D tiers. The Certified Kubernetes Administrator (CKA) and Certified Kubernetes Security Specialist (CKS) occupy the S tier, reflecting their universal demand in...
![AI Trends 2026: OpenClaw Agents, Reasoning LLMs, and More [Sebastian Raschka] - 762](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://i.ytimg.com/vi/f9jwTSfIPuM/maxresdefault.jpg)
AI Trends 2026: OpenClaw Agents, Reasoning LLMs, and More [Sebastian Raschka] - 762
The Twimmel AI podcast episode spotlights the 2026 AI landscape, emphasizing that post‑training innovations—especially reasoning‑focused fine‑tuning—are now the primary engine of LLM improvement, while architectural changes remain modest. It also highlights the growing emphasis on tool‑use, where models are trained...
Easily Create E2E Tests with KaneAI
The video demonstrates how developers can leverage KaneAI, an AI‑powered testing tool from TestMu, to create end‑to‑end (E2E) tests using plain English commands. By typing a simple instruction—e.g., “go to the freeCodeCamp challenge, enter this, click check your code”—KaneAI automatically generates...
Techstrong TV - February 26, 2026
Techstrong TV’s February 26 episode highlighted the growing gap between AI experimentation and operational trust, with OmniGuard AI CEO Kobi Tzruya emphasizing intent alignment, real‑time monitoring, and root‑cause analysis as essential for enterprise deployment. Microsoft’s Clay Wesener showcased how regulated...