Total Reality Engineering

Bridge the gap between

dreams and reality

Where design meets engineering — bespoke products, research tools & interactive experiences.

What I build
AI agents & LLM products High-performance Rust / WASM web Edtech, NLP & research tools Realtime & edge-native systems

Featured Projects

AI & Agents

writeo

Revision-first writing coach. Orchestrates Next.js, Cloudflare Workers, and Modal Python agents for essay scoring and feedback.

ai-agentsai-writing-assistantcloudflare-workersedtechessay-scoringmodal

comprehendo

Adaptive reading coach. Multi-language comprehension practice customized by Generative AI agents, built with Next.js.

ai-educationcefrcloudflarecloudflare-d1cloudflare-workersedtech

antenna

Curated live-signal dashboard with an MCP surface, so a personal agent can read the market, code, calendar, and ops context you track and help with decisions.

cloudflare-workerslive-datamcppersonal-agentsignal-collectionsource-policy

acto

Generative AI storyteller. Creates interactive fiction with text-to-speech narration and dynamic imagery using Next.js & Google GenAI.

aiai-storytellingcreative-writingflyiogenerative-aiinteractive-fiction

speako

Privacy-first pronunciation coach. Real-time grammar and fluency analysis running 100% in-browser via WebAssembly & Whisper.

ai-speech-coachcloudflare-workersedtechlanguage-learningpreactprivacy-first

office-assistant

Office 365 calendar assistant powered by Claude Code and Microsoft Graph.

automationcalendarclaude-codemcpmicrosoft-graphmicrosoft-teams

Art & Generative

planeto

Multiplayer physics sandbox in space. Procedural planetoid clusters synchronized via SSE in a React Three Fiber + Rapier world.

3d-webflyiogamingmultiplayermultiplayer-sandboxnextjs

geno-2

Ambient generative audiovisual instrument built with Rust, WebAssembly, WebGPU, and WebAudio

audiovisualcreative-codinggenerative-artgenerative-musicrustwasm

empiricalrecords

Independent archive of experimental electronic music - generative canvas art, audio-reactive visuals, custom audio player

audio-reactivecanvascreative-commonselectronic-musicgenerative-artmusic

evo

Browser artificial-life: thousands of gene-carrying creatures evolve by natural selection — speciating into distinct colours and body plans, hunting, and riding boom/bust cycles. Rust → multithreaded WASM, rendered with WebGPU.

alifeartificial-lifecloudflare-pagesecsevolutiongenetic-algorithm

galacto

GPU-accelerated black hole accretion disk simulation with 130K+ particles. Built with Rust, WebAssembly & WebGPU.

cloudflare-workersgalaxygpu-computingn-body-simulationphysics-simulationrust

geno-1

Generative Music Visualizer. Real-time microtonal audio synthesis and 3D visualization powered by Rust, WebAudio & WebGPU.

cloudflare-workerscreative-codinggenerative-artgenerative-musicmicrotonal-musicmicrotonality

planeo

Autonomous Agent Playground. Multi-agent simulation where Vision-Language Models interact in a shared React Three Fiber 3D world.

ai-playgroundflyiointeractive-3dmulti-agentmulti-agent-systemnextjs

Games

delta-v

Delta-V: A tactical space combat game with realistic vector physics and orbital mechanics. Command your fleet across the inner Solar System.

agent-benchmarkai-agentscloudflare-workersgame-aigymnasiumhex-grid

pongo

Real-time multiplayer Pong on the edge. Built with Rust + WebAssembly, Cloudflare Durable Objects, and WebGPU. Featuring a shared deterministic game core and client-side prediction.

cloudflare-workersdurable-objectsecsgame-developmenthecslow-latency

rgou-cloudflare

Full-stack Royal Game of Ur. Reimagining the ancient game with a Rust/WASM AI opponent and Next.js frontend.

board-gamecloudflare-workersd1expectiminimaxgamingneural-network

rowspire

Rowspire: a browser strategy game with search and neural-network AI, powered by Rust/WASM in a Next.js PWA.

ai-gamecloudflare-workersgameminimaxneural-networknextjs

royal-game-of-ur-cli

Terminal-based Royal Game of Ur. State-machine core with pluggable AI agents (Minimax, MCTS), built in Clojure & NBB.

board-game-engineclicli-gameclojureclojurescriptgame

Tools & Research

cefr-workshop

Educational workshop for NLP engineers. Fine-tuning DeBERTa-v3 for CEFR level prediction on serverless Modal GPUs.

deberta-v3educational-workshopfinetuning-llmmodalnlp-consultingpytorch

github-org-metrics

Developer productivity analytics. Python CLI that visualizes organization-wide contribution patterns and churn metrics via GitHub API.

data-analysisdeveloper-productivityengineering-metricsgithub-apipython-cli

About Total Reality Engineering

I design systems that pair artistic instincts with disciplined engineering, delivering software that is durable, performant, and delightful to use.

Total Reality Engineering is the independent studio of Robert Gilks, where design meets engineering to build bespoke interactive experiences, research tools, and production platforms.

Founded in Australia in 1998 • Established in the UK in 2008

Get In Touch