Blog. Engineering notes.

Engineering notes from the people doing the work — what we build across DevOps, development, QA, DevSecOps, compliance and AIOps, what broke on the way, and what we would do differently next time.

Security advisory: the IDE extension that opened a backdoor, showing an attacker SSH key added to authorized_keys30 Oct 2026 · Security · 7 min read

Claude Code Extension Backdoor: How to Check and Secure Developer Machines

A tampered build of the Claude Code extension on the Cursor Marketplace planted an SSH backdoor on macOS, Linux and Windows. What was reported, the commands to check your machines, the clean-up order, and how to treat IDE extensions as part of your software supply chain.

Read the article →
AIOps vs MLOps29 Oct 2026 · AIOps · 5 min read

AIOps vs MLOps: What Actually Separates the Two

AIOps and MLOps sound similar, but they solve completely different problems. Here is how AIOps keeps your production servers running while MLOps helps data science teams ship reliable machine learning models.

Read the article →
eMudhra SSL Exit23 Oct 2026 · Security · 5 min read

eMudhra Exits Global SSL Business After Browser CA Blocks

eMudhra is shutting down its global SSL/TLS business after a script bug left eight intermediate CA keys small enough to crack in milliseconds. Here is why 30,800 live certificates are caught in the fallout and how to check your servers before Chrome blocks the G3 root on October 27.

Read the article →
Managed Kubernetes Services: a glowing Kubernetes wheel linked to container nodes above night-time mountains14 Oct 2026 · DevOps · 3 min read

Why Your Team Should Switch to Managed Kubernetes Services

Running a Kubernetes cluster in production used to be a point of pride for engineering teams. You had to spin up the control plane, configure your network plugins, and handle all the day-to-day maintenance yourself. Today? It’s just operational overhead. Every hour your…

Read the article →

Tell us what you run today and what has to change.