When AI Leaves the IDE: Copilots Becoming DevOps Agents

DevOps has long been where automation meets operational risk: CI/CD pipelines, infrastructure-as-code (IaC), incident runbooks and platform toil. Over the past few years AI copilots like ChatGPT and GitHub Copilot...

AI Automation

Keep Releases Small: Trunk-Based Development with Feature Flags for Small Teams

Continuous integration and delivery for a small engineering team should feel frictionless, not like a full-time job. One practical approach that scales well for teams of 3–15 engineers is trunk-based...

CI/CD Team Productivity

Smart Signal, Less Noise: How AI Is Finding Issues Early in Infrastructure Logs

Infrastructure logs are messy, voluminous, and crucial. They tell the story of what your systems are doing—but only if you can find the important lines in the pages of noise....

AI Observability

What is an Internal Developer Platform (IDP)?

Modern software teams juggle more tools, environments, and decisions than any single developer should have to remember. An Internal Developer Platform (IDP) is a deliberate answer to that noise: a...

Platform Developer Experience

What DevSecOps Is and Why It Matters

DevSecOps is the practice of integrating security into the entire software delivery lifecycle so that development, operations, and security teams share responsibility for building and running secure software. Rather than...

Security DevSecOps

From Postmortem to Practice: How Postmortems Teach Better Incident Culture

Incidents reveal more than technical gaps — they expose how an organization learns, communicates, and distributes responsibility. Recent outages and guidance from major cloud providers underline that technical fixes alone...

Incident Response Culture

Make postmortems teach: combine blameless practice with automated timelines

Postmortems are meant to convert messy incidents into clear learning. Too often they become checkboxes—documents nobody reads, or a hunt for someone to blame. The best postmortems behave like teaching...

Incident Response Culture

What is an Internal Developer Platform (IDP)?

An Internal Developer Platform (IDP) is the collection of services, tools, and APIs a platform engineering team builds and maintains to let developers do their job without wrestling with low-level...

Platform Developer Experience