Insights
Notes from the engineering floor.
What we learned building pipelines, defending banks and putting AI to work, written by the engineers who did it.
Enterprise AI · 13 Aug 2026
Inside the private AI revolution: how enterprises are moving from RAG to custom-trained LLMs.
Why retrieval alone stops being enough, and what it takes to train and run a model on your own data, inside your own walls.
Read the article → Data platforms · 21 Oct 2026Zero to millions: building uncrushable streaming pipelines with Kafka, AWS MSK and OpenShift
Designing streaming pipelines that keep up with millions of events without dropping one.
Read → Edge security · 10 Sep 2026Akamai DoS/DDoS protection: from traffic analysis to adaptive mitigation
Reading attack traffic, then tuning rate controls that adapt as attackers do.
Read → AI security · 21 Aug 2026Most AI chatbots are built backwards. Here’s what we did instead.
How we built an on-premises AI security assistant that starts from the data, not the chat window.
Read → Case filesCutting IAM offboarding by 85%, and containing a supply chain attack in hours
Two engagements, with the numbers left in.
Open the case files →