Articles
Architecture notes
What I learn designing and shipping AI systems and backends: field notes, not trends.
Handling 218,000 requests on 2 vCPUs: backend architecture under constraints
A real-time voice platform, a 2 vCPU / 2 GB RAM server, 218,000 requests in 3 hours: the architecture decisions that made it possible.
From proof of concept to production: what really changes in an AI project
Why so many AI projects stop at the demo, and what has to change — scoping, architecture, team — for them to run in production.
RAG in regulated environments: compliance is an architecture requirement
Controlled corpus, permission-filtered retrieval, sourced answers, audit log: the five building blocks of an acceptable RAG in pharma and GxP settings.
A transformation project, an architecture to design?
Companies, startups, institutions: describe your context in a few lines. I answer personally, with a first opinion on feasibility and approach.
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