🧵 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.

#InfrastructureasCode tools like #Terraform have revolutionized how we manage cloud & #Kubernetes resources, their days may be numbered. #AIagents, capable of handling complexity without the cognitive limitations of humans, don't need same abstractions.

How to Hire AI Engineers when EVERYONE is cheating with #AI .

Why #Microservices Fail Without Governance?. Microservices can quickly spiral into chaos without #API governance. Learn why having clear standards, design templates, and a “little g” governance approach is essential for scalable, maintainable systems.

Explore ten underused #Docker capabilities that can help platform teams optimize pipelines, secure the software supply chain, and simplify automation. Docker Bake is for orchestrating complex builds. #PlatformEngineering.

Common platform team mistakes and how to avoid them. Mistake: not writing code, not supporting critical systems, building v2 instead of evolving from v1, failing to communicate your strategy, progress, and impact effectively to customers & stakeholders.

#PlatformEngineering when national security is at stake. #IDP #DevOps.

KVM is not just hypervisor, but as the core virtualization substrate for engineered infra leveraging K8s paradigms & cloud-native tooling. Its maturity & Linux kernel integration make i indispensable for technical teams building scalable, performant virtualization backends. 9/9).

- On-prem K8s clusters requiring hardware isolation .- IaC platforms( OpenStack, KubeVirt, Rancher).- Edge & resource-constrained environments .- Dev/testing pipelines needing rapid VM provisioning .- Bare-metal provisioning foundations for custom cloud stacks. 👇(8/9).

Network configuration—especially advanced topologies involving bridges, OVS, or SR-IOV—demands specific expertise and can introduce complexity. KVM dominates in environments demanding control and performance: . 👇(7/9).

While offering raw power, KVM operates at a lower abstraction level. Production-grade deployments typically require an orchestration layer (e.g., Proxmox, OpenStack, oVirt) for lifecycle management, HA, and storage/networking automation. 👇(6/9).

Its flexibility is proven via broad compatibility with management stacks including libvirt APIs, Proxmox VE hyperconverged platforms, OpenStack cloud orchestration, and virt-manager GUIs. 👇(5/9).

It's the engine powering critical Kubernetes virtualization tools like KubeVirt for managing VMs alongside containers, Red Hat OpenShift Virtualization, and Talos Linux for ephemeral workloads. 👇(4/9).

it delivers exceptional stability and near-bare-metal speed through full hardware acceleration (VT-x/AMD-V) and nested virtualization support. KVM excels through its tight integration with the cloud-native ecosystem. 👇(3/9).

KVM (Kernel-based Virtual Machine) is the foundational open-source hypervisor for VM-based Kubernetes deployments, widely regarded as the de facto standard. As a mature, performant Type-1 hypervisor deeply integrated into the Linux kernel, . 👇(2/9).

This thread will walk you through my honest review about KVM (Kernel-based Virtual Machine). 🧵(1/9)👇 #VM #DevOps #Kubernetes #CloudNative

Discover why startups like Flarion, LakeSail, and major companies like DataDog & Apple are betting on Apache DataFusion — the Rust-based query engine that's reshaping data analytics. It's optimized for columnar formats like Apache Parquet. #DevTools.

You guys should agree with me that databases are complex pieces of technology.

Today's #AI are context-hungry 😎.

Agentic CI/CD with @solomonstre & @BretFisher . Container Use a #MCP server gives coding agents isolated, containerized environments to work in, solving critical problem of agents interfering with each other when running on same system. #DevOps.

Fostering dev autonomy: Culture-driven #platformengineering. Explore often-overlooked human side of platform engineering, beyond tools & technology. Practical strategies for fostering culture where platforms enhance dev autonomy rather than restrict it.