CI/CD Branching Strategy

In regulated healthcare, speed and compliance usually get treated as enemies. This guide shows how a well-built internal developer platform makes them work together, with audit evidence generated automatically.

AI-enabled medical devices cannot follow a normal SaaS release process because the release includes more than application code. The model, dataset lineage, software, infrastructure, cybersecurity controls, validation evidence, monitoring, and rollback plan must all remain traceable as one controlled product configuration. Any change can affect clinical performance, patient safety, or regulatory status.

Getting a Yocto image to boot is only the beginning. The real challenge starts when you have to release, maintain and update that firmware over the next few years. Many embedded teams discover this only after their first production release. This article looks at the common release engineering mistakes that create unnecessary rework and explains how better versioning, reproducible builds, BSP management and release practices can help deliver more reliable Yocto-based products.

Embedded Linux DevOps continues to lag behind cloud DevOps in many organisations. Long Yocto build times, fragile OTA updates, certification challenges, and manual compliance processes often slow product delivery. This article explores how platform engineering, release engineering, DevSecOps, SBOM automation, and modern CI/CD practices help embedded Linux teams improve delivery speed, security, compliance readiness, and operational reliability.

DevOps & DevSecOps Maturity Guide DevOps & DevSecOps Maturity Guide This guide documents the 24 questions used in the Stonetusker

DORA metrics are the best operational indicators for engineering delivery performance, but they do not measure whether teams are building the right things. Modern engineering organisations in 2026 combine DORA, SPACE, and DevEx through frameworks like DX Core 4™ to balance delivery speed, developer experience, quality, and business impact.

Imagine this: it’s Friday afternoon, your team pushes a release, and suddenly production grinds to a halt. Alerts blare, on-call

Picture this: Your engineering team just spent weeks modifying kernel code for a new hardware variant, only to realize you’ll

Gaining visibility and driving revenue for your software products requires more than just building excellent solutions-it demands strategic presence in