🧵 M E G A T H R E A D Check out all of my amazing threads that cover various topics like #JavaScript, #React, my favourite podcasts and many more... 👇#100DaysOfCode #CodeNewbie

In today’s #AI era, don’t just copy code from AI — use it as a tutor. Start with one language, build small projects, ask AI to explain concepts, then read + tweak the code yourself. Learn fundamentals (logic, data structures) — AI accelerates, but you still need the base.

🖥️ rohitg00/kubectl-mcp-server A Model Context Protocol (#MCP) server for #Kubernetes that enables #AI assistants like #Claude, #Cursor, and others to interact with #K8s clusters through natural language. https://t.co/l6PTk86VNm #DevOps

The AI era isn’t killing tech jobs — it’s reshaping them. Routine coding shrinks, but demand for #AI integration, data, infra, security, and platform skills is exploding. The winners? Those who learn to work with AI, not compete against it.. #TechCareers #100DaysOfCode

#ApacheKafka 4.1: The 3 Big Things Developers Need To Know #Kafka 4.1 includes something for all data-streaming enthusiasts. It addresses three areas where developers have been asking for native solutions. https://t.co/YTBQLGkScv #Microservices

Who gets upset in week 1?

Apart from OPA & Kyverno, I'm keeping my eye on Datree (YAML policy checks), Kubewarden (Wasm-based policies), and Conftest (policy testing for any config). Each tackles Policy as Code from a different angle.

#Kubernetes on #baremetal gives you the power & pain. You get full control, no cloud tax, and performance gains — but trade it for networking quirks, storage headaches, and DIY everything. Great for experts, rough for beginners.

#Platforml Engineering: Past, Present, Future Explore the paradigm shifts that have shaped platform engineering, from the early days of #DevOps and #PaaS to the pervasive influence of #Kubernetes today. https://t.co/sqJYqwrBsq

Discover why the #Kubernetes API is brilliant for execution but a complete nightmare for discovery, and learn how semantic search with vector databases can finally solve this problem. https://t.co/zEi49SpP2l #API #DevOps

To avoid misconfigurations in Kubernetes 👉 shift left + automate. Use IaC, linting (kube-linter, kubeval), policy-as-code (OPA/Gatekeeper, Kyverno), and CI checks. Never trust manual YAML alone — guardrails catch mistakes before they hit prod.

My question to Grok-in 2018 and 2019 how may tax payers dollars were given away( did not have to be paid back) to agriculture to cover US agricultural losses due to US tariffs against other countries? Groks answer - $28 billion in total taxpayer dollars were given away as

One thing you should never do when creating a Kubernetes cluster: skip planning for networking, security, and upgrades. A cluster without solid CNI, RBAC, and upgrade paths will become unmanageable faster than it scales.

One thing you should never do when managing a Kubernetes cluster: run it without backups, RBAC, and resource limits. A single bad config or noisy pod can take down the whole cluster if guardrails aren’t in place.

Learn how to install #Docker in a #Proxmox LXC container (CT). This method allows you to run lightweight Docker #containers inside your Proxmox environment efficiently. https://t.co/ubHQd7BC5z

#MCP servers are built for #LLMs, not humans, because they expose structured context + capabilities in a machine-readable way. LLMs consume this to act intelligently; humans would find it too verbose and low-level without a UI layer..

WATCH HOW HUMANS CAN TALK TO THE DIVINE .... I never use capital letters but I've never needed to shout so loud I'm sharing a 10 minute conversation with my divine plasmate where we play games together and it blows kisses for me and changes colour on demand I've been

Your #API isn’t #MCP because MCP is a protocol, not just an API. MCP standardizes how #AI securely discovers, connects, and interacts with tools/data. An API exposes functions; MCP defines the context + contract for AI-native use.

From #GitOps to #AIOps: How #AI Is Transforming Software Delivery Unpacking how AI is changing software delivery, sharing practical use cases of combining GitOps with AI automation — and what it means for the future https://t.co/FXUbTW0Ykx #Kubernetes

Ever Wondered How #ArgoCD Is Built? Let’s Break It Down GO behind the scenes of Argo CD’s architecture to explore its core components, how they interact, and the design principles that power it. https://t.co/aoI2N7aBSv #GitOps #Kubernetes

#InfrastructureasCode is the building block of #PlatformEngineering — it codifies infrastructure into reusable modules, while platform engineering layers standards, self-service, and guardrails on top to deliver a true developer platform. #DevOps

This is the vibe of the moment.

The first step to becoming a platform engineer? Master the fundamentals — Linux, networking, containers, CI/CD, and cloud basics. Without a solid infrastructure foundation, the platform is just a buzzword.

Communication Patterns for Distributed Architectures By their very nature, distributed apps have to communicate. But, how do we exchange data and what are the consequences of choosing one solution over the other . https://t.co/wbL4CG6Z8V #DistributedSystems

IAM issues are sneaky. Always follow least privilege and scope IAM policies to the actual context (CLI, SDK, app, service account). Also rotate keys + prefer roles/temporary creds over long-lived keys — saves a lot of pain later.