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Overview
Scott Spence is a UK-based product engineer building production AI systems, coding-agent infrastructure, MCP tools, and SvelteKit products.
News
Agentic engineering: a practical guide to reliable coding agents
Agentic engineering is the practice of putting coding agents inside an engineering system that makes context, scope, validation, evidence and human review...
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How I work with LLMs
In November 2025 I wrote the honest version of working with Claude Code. At the time, most of my process involved spotting when Claude was drifting, calling out the bullshit, checking that it understood the task, and restarting the session when the...
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Coding agent harnesses with my-pi
I have a habit of turning repeated arguments with coding agents into software. If I tell an agent to stay inside five files often enough, eventually I stop asking nicely and build something that blocks the sixth. If I keep asking for validation...
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How I Stop LLMs Drifting In Production Codebases
The problem I care about with LLM coding is drift: one plausible shortcut gets copied, then future sessions start treating it as how the app works. I've...
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Building a SQLite context sidecar for my-pi
Right, so, this started with me looking at , seeing a 98% context reduction claim, and immediately thinking: bull shite. Not because the idea is bad. The idea is good. The bit that made me twitch was the shape of the claim. If you compare a huge...
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