Technical articles
Local copies of the Medium technical articles on real-time crypto options volatility surfaces, implied-volatility throughput, Kafka, Kubernetes, and SVI-driven dashboard architecture.
Medium originals / local article copies / dashboard and surface guides.
Medium writeups
These are the technical articles from Medium, linked into the Derivasys surface documentation cluster.
01 / May 9, 2026
The first Derivasys build looked like a quant modelling problem. In practice, the hard parts were market-data pressure, implied-volatility recomputation, batching, and keeping the dashboard fresh without starving the event loop.
02 / June 18, 2026
The second article focuses on the live volatility layer: why BTC options can force tens of thousands of implied-volatility recalculations in bursts, and why blocked event loops show up as market-data reliability problems.
03 / June 28, 2026
The third article moves the volatility platform from a coupled object graph into a distributed event pipeline: exchange connectors, order-book workers, volatility workers, surface workers, API consumers, and replayable contracts.
Use Derivasys for fitted SVI smiles, live risk nodes, fixed-tenor views, quote diagnostics, and API-ready volatility state.
