The Tree Grows a New Ring: Recomposing a Civic AI in Hours
On recomposing a multi-repo civic AI system between two rounds of a municipal election
System architecture, design patterns, and technical structure
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A day of root growth — the kind you can't see from outside the tree
Où : comment trois ans d'infrastructure et trois mois d'IA civique nous ont menés au Cercle des poètes disparus — et pourquoi les yawps sont sur le point de commencer
Comment 60 captures d'ecran de reseaux sociaux sont devenues une memoire civique interrogeable en un apres-midi
Today we completed a major architectural milestone: modular prompt management for Forseti461. Each feature now has its own versioned prompt in Opik, enabling independent optimization and A/B testing.
From a single monolithic prompt to a clean separation of concerns — each Forseti feature can now evolve independently while sharing a common persona.