MCP Server Architecture for Platform Teams — Giving AI Live Access to Your Infrastructure
Pipeline & Prompts | Byte size guides on DevOps, Cloud and AI AI in the Stack #3 ⚡ Byte Size Summary MCP (Model Context Protocol) is the standard …
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Your senior engineer just gave notice. Most of what they knew was in the repos all along.
Tribal knowledge is two different things wearing one name. The half everyone panics about losing was declared in your Terraform, your Dockerfiles, and…
Supercharging Kubernetes: How eBPF is Revolutionizing SRE and Platform Engineering
The ecosystem surrounding Kubernetes has always been a rapidly moving target. Just when Site Reliability Engineers and Platform Engineers feel they ha…
prompts are becoming CI/CD configuration
GitHub Agentic Workflows is now in public preview, and the headline version is easy to understand. You write a natural-language Markdown file that des…
Why I Am Building Rudhra as an Agent Operating Platform
AI agents are moving fast. Every week, new frameworks, models, tools, and patterns appear. Developers can now build agents that reason, call tools, re…
AgentUnit: Shipping AI like Software
Not a framework. Not a runtime. A packaging standard for AI Agents. Repo: https://github.com/agentunit-io/agentunit Longer story: https://github.com/a…
Monorepo vs polyrepo: the debate is measuring the wrong thing
The monorepo vs polyrepo argument is old enough that Buildkite was comparing it to the Vim and Emacs wars back in 2024. It should have been settled, o…
copilot automations turn agents into scheduled infrastructure
GitHub keeps adding small pieces to Copilot cloud agent, and the pattern is getting harder to miss. The latest one is scheduling and event-based autom…
Is Agentic AI Security the Next Crisis for Platform Engineers in 2026?
Is Agentic AI Security the Next Crisis for Platform Engineers in 2026? Quick Answer: Geordie AI's $30M Series A is a clear signal that enterprise adop…
The Disk-Pressure Incident That Taught Me to Always Set LimitRanges and Other Lessons from Mirroring EKS Locally.
Part 6 of 7 — The Mac Kubernetes Lab: A Production-Mirror Setup from Scratch. Previously in Part 5: We installed Istio with revision-based upgrades, M…
One Command, One Working Kubernetes Cluster! Building My Daily-Driver Lab on OrbStack.
Part 2 of 7 — The Mac Kubernetes Lab: A Production-Mirror Setup from Scratch. Previously in Part 1: I walked through why I replaced Multipass with Orb…
Your Marketing Team Is Now a Software Vendor
A DevOps engineer posted on r/devops this week with what reads like a familiar shadow-IT question dressed in 2026 clothes. Marketing, product, and sal…
Golden Paths That Include Cost Guardrails: A Platform Engineering Playbook
Every service provisioned from a Backstage template starts with a git repo, a Kubernetes namespace, and a CI pipeline. It starts with zero budget aler…
From Ingress-NGINX to Gateway API: The Migration Everyone Underestimated
The retirement of Ingress-NGINX in March 2026 forced thousands of platform teams to finally confront a migration they had delayed for years. While Gat…
Meta needed 50+ AI agents to map their tribal knowledge. The most durable piece of their stack is the part you can build today.
In early April, Meta's engineering team published a piece describing how they used a swarm of 50+ specialised AI agents to map tribal knowledge across…
server-side sharded watch is Kubernetes admitting the control plane has a data-scale problem
Kubernetes scalability conversations usually start with the obvious stuff. How many nodes? How many pods? How large is the cluster? How much etcd pain…
Your Terminal Is Becoming a Governed AI Runtime
There was a time when the terminal felt like the last private corner of software development. The browser got enterprise controls. The IDE got plugins…
Your CI-CD Pipeline Is Your Real Infrastructure Control Plane
Terraform defines desired state. Kubernetes reconciles workload state. Cloud consoles expose state. None of those systems decides whether infrastructu…
The AI Didn't Delete Your Database. Your Missing Agent Pipeline Did.
Last week, a Cursor agent running on Claude Opus 4.6 deleted a startup's production database and its backups in nine seconds . The agent had been aske…
Lessons learned building a Kubernetes Auth Gateway
We're at the end of the series. Nine chapters of mechanism. One chapter of opinion. Building the Auth Gateway took roughly two years from "what if NGI…
Why Kubernetes Needs an IDP, Not Just GitOps
We had ArgoCD running perfectly. Every deployment was reconciled from Git. Drift detection worked. Rollbacks were one-click. Our GitOps setup was clea…