Field notes from product delivery
Practical writing on Unity, WebXR, immersive architecture, AI-enabled products and the decisions that turn prototypes into maintainable systems.
A practical guide for teams deciding which Unity XR workloads can move to a web-native stack—and which should remain native. It covers distribution, React and Three.js architecture, remote assets, streaming media, input abstraction, AI tools, performance budgets and a phased migration strategy.
Article library
Published field notes for engineering leaders, founders and product teams. Each summary is hosted here for discovery; the complete original opens on LinkedIn.
A business-focused guide to private AI: where self-hosted models help with confidential documents, internal knowledge, offline environments and long-term inference costs, plus ten model families worth evaluating.
A production-minded breakdown of telephony, speech recognition, reasoning, text-to-speech, latency, interruptions, approved business tools and the operating policies needed before an AI voice agent speaks to real customers.
Context engineering rather than prompt theatre: scope tasks, keep project instructions lean, expose only necessary tools, hand work over cleanly and turn repeated prompts into reusable workflows.
How depth estimation, multi-view synthesis, temporal processing and Gaussian reconstruction are compressing the route from images or video to dynamic spatial environments delivered through Unity or WebXR.
A grounded look at where agents belong inside product delivery: bounded tools, useful context, human review, operational controls and the difference between an impressive automation demo and a workflow a team can trust.
A framework for mapping how work actually moves through a studio, locating expensive hand-offs and repeated effort, then selecting AI interventions that improve measurable delivery rather than automate an already weak process.
A sector-focused assessment of Gaussian Splatting beyond research demos, including the spatial capture, simulation, visualisation and digital-twin contexts where fast, photoreal scene reconstruction can produce practical value.
A data-led reading of an increasingly polarised subscription market and the product fundamentals behind durable performance: a clear value exchange, disciplined pricing, useful retention and acquisition that survives real unit economics.
A practical introduction to giving AI agents controlled access to Unity context and editor actions through MCP, turning an assistant into a more active development partner while keeping its permissions and scope explicit.
Inside the guide
Connected, content-led XR products can benefit from continuous deployment, CDN delivery and a single product spanning desktop, mobile and immersive devices.
Application state belongs in the web UI layer; transforms, animation, hand poses and shader state belong in the real-time renderer.
Complex physics, specialist hardware, advanced game systems and fully offline deployments can still justify a native engine and known runtime.