Blog
Notes from the engineering floor
Practical writing on AI, software, cloud and security — from the people who build it in production.
AI & Machine Learning1 min read
Retrieval-Augmented Generation in Production: What Actually Matters
RAG demos are easy; production RAG is hard. Here are the things that decide whether your assistant is trusted or abandoned.
Aarav Mehta · Principal AI Engineer
Development1 min read
AI-Augmented Development Without Cutting Corners
How we use AI across the software lifecycle to ship faster — while keeping quality, security and ownership intact.
Lena Fischer · Engineering Lead
Cloud1 min read
Five Cloud Cost Mistakes That Quietly Drain Budgets
Cloud bills rarely explode overnight — they leak. Here are the five leaks we find most often, and how to fix them.
Marcus Bell · Cloud & DevOps Architect
Security1 min read
Building Security Into the SDLC From Day One
Security bolted on at the end is expensive and brittle. Here's how to weave it through the development lifecycle instead.
Nadia Rahman · Security Lead