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§ COMPANY · INSIGHTS
Technical notes from
agentic operations.
Essays, technical write-ups and operational lessons from deploying autonomous agents inside real LATAM enterprises.
Why graph-based memory beats vector search for enterprise agents
Vectors retrieve. Graphs reason. We unpack why production agents need both — and how we wire them together inside the Xophia runtime.
From months to weeks: anatomy of a quick-start deployment
How we structure a Xophia rollout: what we build first, what we cut, and why velocity is a function of constraints, not heroics.
Designing controls operators actually use
Autonomy without oversight is fragility. A look at the supervision UI patterns that survive contact with real operators.
BYOK and the case for customer-owned encryption keys
Why we ship customer-managed keys on every Enterprise deployment, and the architectural trade-offs that decision forces.