AI Engineering12 Aug 20268 min read
Why most AI projects die on the way to production
A demo that works in a meeting room and a system under real load are two different animals. Here are the gaps we see most often, and how to close them.
Read moreInsights
Engineering notes
What we hit, fixed and learned from real systems.
Infrastructure28 Jul 20266 min read
Cutting cloud cost 40% without losing reliability
A step-by-step approach to finding the leaks — instance sizing, log retention and egress charges.
Read moreSecurity15 Jul 202610 min read
Security-reviewing an AI app before you launch it
The checklist we run against every LLM system, from prompt injection to data exfiltration through tools.
Read moreEngineering2 Jul 20267 min read
API-first architecture for organisations with legacy systems
How to replace an old system gradually without stopping the business, using the strangler fig pattern in practice.
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