Ship dependable software under real constraints.
I turn ambiguous problem space into operating systems: sub-second payment surfaces, zero-failure RPC rotation, safe upgrade paths, and calmer release pipelines. Pragmatic first—measure, harden, move.
UK timezone · replies within 48h · currently taking new work
Latest writing
Field notes and deep dives on reliability, context shaping, and shipping with less drama.
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Leaving Windows, finding Omarchy, and dressing my OS
Sep 3, 2025 · 3 minA little IDE theme automation hack, growing as a dev, and finding joy in the details.
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Why I Like the 12-Factor Agents
Sep 1, 2025 · 4 minA concise, practical take on the 12-Factor Agents and why the constraints matter, what to implement first, and where I'm applying them.
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Context Engineering: Sculpting Attention Surfaces for Real LLM Work
Aug 20, 2025 · 12 minA practitioner's field guide to moving beyond prompt tinkering—architecting token budgets, retrieval granularity, temporal pruning, and adaptive memory so large language models stay on-mission at scale.
Latest projects
Whether for fun, learning, or production, here are some of my most recently active public GitHub repositories.
Omarchy-IDE-Theme-Sync
Omarchy theme sync for VS Code and Cursor. Automatically generates (once) and applies editor themes that match your system theme. Switch or download new Omarchy themes and watch your editors follow along seamlessly.
Cortex
A fully local voice-enabled AI agent system with integrated memory (built atop agentic-memory and local-stt-tts)
agentic-memory
TypeScript research project of GraphRAG agentic memory systems and context engineering. Explores graph databases, temporal reasoning, and entity resolution for AI agents. Built on recent academic breakthroughs in knowledge graphs and agentic AI.