Latest Testing & QA news from Tech News
An application team can point to the feature it shipped this week. A platform team may have spent that same week making deployments safer, improving…
TL;DR. Developers create cloud resources and IAM grants themselves by committing a small namespaced YAML next to their app. Each kind is a Crossplan…
Bridging the Expertise Gap in Kubernetes and Platform Engineering Achieving mastery in Kubernetes and platform engineering demands more than broad f…
Every engineering organization above a certain size develops the same invisible problem. Some teams ship confidently and fast, deploying multiple ti…
⚡ TL;DR Four things about controller mechanics are widely half-understood: what Reconcile receives, where its work comes from, what a periodic resyn…
I sat in on Margaret-Anne Storey's DORA community session last week, and she put a name on the thing I'd been circling since April. It isn't technic…
Watch a developer start an agent session on real enterprise work and you will see a ritual. Before the first useful prompt, they gather. They paste…
TL;DR Golden Paths aren't about forcing every team to work the same way. They're about removing repetitive infrastructure decisions so developers ca…
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 the…
Platform engineering has become one of the fastest-growing disciplines in software engineering. As organizations scale, the number of services, pipe…
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,…
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 Kuberne…
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 s…
Scaling AgTech Analytics: From NDVI to a Generic Spectral Engine Meta Description: Discover how refactoring a hardcoded NDVI pipeline into a generic…
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…
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…
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 p…
Pipeline & Prompts | Byte size guides on DevOps, Cloud and AI AI in the Stack #3 ⚡ Byte Size Summary MCP (Model Context Protocol) is the standar…
The ecosystem surrounding Kubernetes has always been a rapidly moving target. Just when Site Reliability Engineers and Platform Engineers feel they…
AI agents are moving fast. Every week, new frameworks, models, tools, and patterns appear. Developers can now build agents that reason, call tools,…
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 aut…
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 ad…
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,…
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 O…
Every service provisioned from a Backstage template starts with a git repo, a Kubernetes namespace, and a CI pipeline. It starts with zero budget al…
The retirement of Ingress-NGINX in March 2026 forced thousands of platform teams to finally confront a migration they had delayed for years. While G…
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 acro…
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 N…