Applied Research — 2026
We conduct applied research where theory meets production constraint. Our findings are shared openly with the engineering community.
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Active domains
Practical AI implementations built for production. We study model optimisation, deployment constraints, and the compound effects of integrating large models into enterprise workflows.
Focus threads
System architectures that maintain performance and reliability under scale. Our focus is on the boundary between theoretical guarantees and practical operational costs.
Focus threads
Development methodologies that reduce technical debt without sacrificing velocity. We analyse what actually works versus what the industry merely assumes works.
Focus threads
Application security and privacy-preserving computation at the intersection of engineering and policy. We focus primarily on zero-trust patterns and secure development lifecycle integration.
Focus threads
Technical whitepapers and shared engineering analyses.
Performance Optimisation in React Server Components
Empirical analysis of rendering strategies and their impact on Core Web Vitals.
Type Safety in Large-Scale TypeScript Applications
Study on the correlation between strict type checking and defect rates.
Rust-Based Tooling for JavaScript Ecosystems
Performance benchmarks comparing Rust and Node.js build tools.
Security Header Implementation Patterns
Comprehensive guide to CSP, HSTS, and other security headers in modern web apps.
We welcome academic institutions, independent researchers, and engineering teams with genuine questions. Reach out and we will find the right structure for collaboration.