What Financial Services Taught Me About Saying No
Financial services has a reputation among engineers: it's the place where velocity goes to die. Ask anyone who shipped software at a startup and then …
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How to Build a Platform Engineering Team & Internal Developer Portal: Lessons from Modern Engineering Organizations
Platform engineering has become one of the fastest-growing disciplines in software engineering. As organizations scale, the number of services, pipeli…
Left of the Loop: The Gymnasion
Before a young Athenian took his full place in the city, he spent two years in the ephebeia. Training happened in the gymnasion, organized by tribe, t…
kubernetes upgrades needed rollback more than another checklist
AWS announced EKS Version Rollback this week, and I think it is one of those features that will sound boring to anyone who has never owned a Kubernete…
Change failure rate is up 30% — here's how to measure yours in an afternoon
A practitioner's guide to calculating your team's CFR without a vendor platform — the DORA formula, the SQL, and the AI-assisted vs human-authored spl…
From NDVI to a Generic Spectral Engine: Architecting Scalable Earth Observation Pipelines.
Scaling AgTech Analytics: From NDVI to a Generic Spectral Engine Meta Description: Discover how refactoring a hardcoded NDVI pipeline into a generic, …
We Renamed the DevOps Team 'Platform Engineering.' Nothing Changed. Here's Why.
And what it actually takes to make the transition real. Sound Familiar? A leadership meeting. A slide deck. A reorg announcement. The DevOps team is n…
Your AI Agent Doesn't Understand Your System
Everyone is asking whether AI can write code. That question is already answered. The more important question is: Can AI understand the system it is ch…
The Wrong End of the Problem
The Wrong End of the Problem Every company wants AI in their development process right now. That part is clear. What's less clear is where they're put…
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 …
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…
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…
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…
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…
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…