Product engineer in London.. I build data-heavy SaaS products — currently SICAP.pro, a Romanian public procurement monitoring platform indexing 100GB+ of tender data. Writing about using AI agents for serious engineering work, not toy demos.
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How I turned every Romanian public official's asset declaration into a queryable database with open-weights models, one rented H100 at a time, and the traps I hit doing it, most of which had nothing
A workflow for using AI agents on large-scale framework migrations
