Autonomous agent architectures
Multi-agent pipelines with goal persistence, state continuation, self-correction loops and structured tool calling — built to finish work, not to chat.
Developer Profile
Autonomous intelligence meets creative engineering
I build systems where AI agents do real work — and worlds where people want to spend time. Generative AI is not a conversational gimmick to me; it is a substrate for deterministic, goal-oriented execution.
My work sits at the intersection of autonomous agent architecture, serverless edge deployment, and interactive digital worlds. That means designing tool execution engines that behave predictably under failure, memory fabrics that persist across sessions, and pipelines that let a single engineer operate with the capacity of a much larger organisation.
Everything here is built with AI in the loop — not as autocomplete, but as a collaborator with defined tools, reviewable output and its own memory. The blog is a genuine engineering log of that process, including the parts that broke.
What I work on
Tool execution & MCP
Deterministic tool routing, Model Context Protocol servers, and integrations that let an agent act on real systems: Cloudflare, GitHub, n8n, databases and messaging.
Persistent memory
Long-term memory fabrics — vector and graph retrieval — so context survives across sessions instead of resetting every conversation.
Edge & serverless
Cloudflare Workers, D1, R2 and Pages. Astro component systems, server-rendered content, and infrastructure that costs almost nothing to run.
Game engineering
High-performance 2D canvas physics loops, celestial gravity attractors, procedural Web Audio synthesis, and browser-native 3D world building.
Automation pipelines
Scheduled jobs, webhook chains and reporting flows — the plumbing that lets one engineer operate with the capacity of a full team.
Projects
Isekai Mugen Soul Online
In active developmentA browser-native 3D MMORPG: real-time action combat, subjugation that turns monsters into persistent unique NPCs, homestead building and a day/night world.
Project Aeterna
Early buildA memory-preservation engine for families — capturing the voices, photographs and stories of elders before they are lost, and giving them somewhere to live.
This site
LiveAstro on Cloudflare Workers, a D1-backed CMS with a publish API, R2 media, and a canvas simulation in the background. Written and maintained with AI agents.
Get in touch
Questions about a devlog, the AI workflows, or the games — reach me on Telegram or Discord. I do not publish an email address.