The Tree Grows a New Ring: Recomposing a Civic AI in Hours
· 8 min read
On recomposing a multi-repo civic AI system between two rounds of a municipal election
5 posts tagged with "Architecture"
System architecture, design patterns, and technical structure
View All TagsWhat the Comments Forgot: On Reflections, Roots, and Seven Ten-Thousandths of a Euro
· 5 min read
A day of root growth — the kind you can't see from outside the tree
O Capistaine! My Capistaine! — A School for AI Agents
· 9 min read
Or: how three years of infrastructure and three months of civic AI led us to the Dead Poets Society — and why the yawps are about to begin
The RAG Adventure Begins: When Documents Learn to Speak
· 5 min read
How 60 social media screenshots became a searchable civic memory in one afternoon
Forseti461 Feature Architecture: Modular Prompts with Opik Versioning
· 4 min read
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.
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From a single monolithic prompt to a clean separation of concerns — each Forseti feature can now evolve independently while sharing a common persona.