About

Spec gaps emerged during live collection—VAR reviews in World Cup matches, new positioning requirements from clients. Updates couldn't wait for engineering sprints when the next match started in hours. This drove an approach: separate what changes (domain rules) from execution (validation), let domain experts express solutions without code, design structure that eliminates coordination overhead.

The pattern transfers. Fintech editorial teams hit the same wall: regulatory content updates outpace engineering deploys. When domain experts control rules through configuration rather than code changes, teams ship faster without compromising correctness.

Exploring how LLMs reveal design possibilities beyond code generation—architectural partnership, not just automation. Based in UK, working with distributed teams on fintech content systems. Still exploring what becomes possible when constraints shape architecture instead of fighting it.

Domains

Sports Data Collection

Real-time event processing at scale, DSL-driven validation, distributed collector coordination

Fintech Content Systems

Editorial infrastructure for global→local complexity, regulatory content workflows

Developer Tools

SDK reliability, crash reporting systems, developer experience optimization