Build Your Automation Foundation on Infrahub’s Data Management Platform (Sponsored)
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 data, which are often scattered across spreadsheets, Git repos, and disparate tools. Infrahub differentiates itself by embedding Git‑style version control and a built‑in change‑approval workflow directly into the data store, preserving the safety nets familiar to engineers. Its schema is completely empty by default, allowing users to define custom object types—optical links, BGP sessions, EVPN fabrics, or any bespoke entity—without being forced into a predefined model. Garos cites concrete use cases: in a green‑field EVPN fabric, a single high‑level design definition can auto‑generate full device topologies, IP assignments, and ready‑to‑push configurations before hardware arrives. In brown‑field migrations, Infrahub ingests data from discovery tools, then serves as the single source of truth for configuration rendering, while orchestration tools like Ansible handle deployment. He also notes that the platform’s open‑source community edition provides a full feature set for trial. For network teams, Infrahub promises faster rollout cycles, reduced manual errors, and a unified API‑first repository that can power self‑service portals and service catalogs. Its extensibility and version‑controlled change process make it a compelling alternative to traditional DCIM solutions such as NetBox, especially for organizations seeking to scale automation without sacrificing governance.
Kubernetes Serverless Without the Vendor Lock-In (Here's How)
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...
OpenClaw Architecture Deep Dive (Reduce Costs & Better Tools/API Use)
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...
AWS AI Practitioner Question 32
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...
Security Engineer Roadmap 2026 | How To Become A Security Engineer In 2026 | #Shorts | #Simplilearn
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...
LLMs Solve Firmware Upgrade Chaos
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...
What Is AIOps?
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...
How Stripe's "Minions" Write 1,300 Pull Requests per Week with Minimal Human Intervention
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...
Four Months Felt Like Four Years - Agentic DevOps Podcast
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...
Backstage: From Spreadsheet to Standard | A CNCF Documentary
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...
Spacelift Intelligence: Infrastructure Keeping Pace with AI-Enhanced Development (Sponsored)
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...
Azure DevOps Engineer Question 23
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...
Your Code Remembers Where It Broke
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...
Build This DevSecOps AI Agent Workflow and Sell It for $5k | No Coding
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...
How Stripe Deploys 1,300 AI-Written PRs per Week
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...
Deploy Openclaw In Cloud
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...
Deploying AI Models with Hugging Face – Hands-On Course
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...
Lessons From 25 Trillion Tokens — Scaling AI-Assisted Development at Kilo
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...
Building Inference-as-a-Service on Kubernetes
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...
Performance Optimization and Software/Hardware Co-Design Across PyTorch, CUDA, and NVIDIA GPUs
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...
Explaining Durable Execution
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...
Top 10 DevOps Concepts You Should Learn in 2026.
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 Promise of Serverless
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...
CS50 for Business - Lecture 7 - Deploying Databases
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...
This FREE Utility Can Make You 10X Efficient with Kubernetes
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...
Wind River Helps Telefónica Scale for Cloud-Native Future
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,...
Azure DevOps Engineer Exam: Question 20
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...
Rethinking AI Deployment: Self Contained AI with Go and Kronk
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 – Playwright, E2E, and AI Agents
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...
What Is AWS Secrets Manager?
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...
DevOps to DevSecOps in 9 Hours | Practical Learning
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...
Beyond Kubernetes: Pragmatic Platform Engineering for 2026 with Kelsey Hightower
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...
Write Reliable Software with Temporal
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,...
LF Live Webinar: Context Engineering for Self-Healing AI SRE
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...
This AI Platform Creates Full Stack Apps with Auth + DB + Storage at Lowest Cost.
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 Postgres Performance Trap Every Developer Falls Into
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...
What Is Agentic AI? How It Works? Live Example Use Cases With #PostQode | JIRA MCP Server
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 March 16, 2026
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...
ONCE: Run Multi Dockerized Web Apps on Single Server
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 Administrator Skills 2026 | Cloud System Administrator Roadmap | #Shorts | #Simplilearn
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...
Docker vs Kubernetes – What's the Difference and Why It Matters
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...
Deploying a Multi-Tier App on Kubernetes
The video walks through deploying a three‑tier voting application on a local Kubernetes cluster using Minikube, illustrating how each component—frontend, worker, and result services—can be orchestrated as separate pods. After applying the manifests, the voting front‑end is exposed on port 3004...
How Kubernetes Services Work Across Multiple Nodes
The video explains how Kubernetes services operate when pods are distributed across multiple nodes. When a Service is created, Kubernetes automatically provisions it across every node in the cluster, mapping the target port to a uniform NodePort—illustrated with port 3008—so...
What Is Infrastructure Platform Engineering?
The video introduces infrastructure platform engineering (IPE) as the emerging specialization within platform engineering that treats infrastructure as an internal product rather than a set of ad‑hoc services. IPE addresses the chaos of multicloud, hybrid, and Kubernetes‑heavy environments by delivering standardized,...
OpenClaw Optimization & Cost Savings Tutorial - Save 97% on Cost
The video walks viewers through a step‑by‑step guide to trim OpenClaw’s API expenses, promising reductions of 90 % or more by applying a series of optimizations. Key techniques include aggressive caching, model routing and selection, context pruning, and a token‑audit script that...
Techstrong TV March 11, 2026
Techstrong TV highlighted several emerging solutions tackling the AI‑driven data surge and operational complexity. Sawmills unveiled an agentic telemetry platform that shifts observability left, slashing data volumes and curbing costs as AI‑generated code proliferates. Nokia demonstrated how SR Linux and...
CNCF On-Demand: K0rdent — CelebratingOne Year ofOrchestrating Multi-Cluster KubernetesPlatforms
The CNCF on‑demand webinar marked the one‑year anniversary of Cordant, an open‑source platform that orchestrates multi‑cluster Kubernetes environments. Hosted by CNCF ambassador Priti Raj and a core team of developers, the session highlighted Cordant’s evolution from a prototype to a...
How to Verify Your Minikube Kubernetes Cluster Is Running
The video walks viewers through confirming that a Minikube Kubernetes cluster is correctly initialized. It begins by clearing the console and executing the `minikube status` command, which should report the control‑plane, kubelet, API server, and configuration as both “Running” and...
Rakuten Fixes Issues Twice as Fast with Codex
Rakuten, the Japanese global innovation firm, announced that it has integrated OpenAI’s Codex AI coding assistant across its e‑commerce, fintech and mobile‑communication divisions to accelerate software development. The company says development cycles that previously required a quarter—from planning to production—are now...
Simplifying Network Automation with Wingpy
On the Network Automation Nerds podcast, Andreas Lundqvist introduced WinPy, his new open-source project designed to simplify network automation for engineers who aren’t Python experts. He positioned WinPy as a pragmatic tool to streamline routine deployment, maintenance and operational tasks,...