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Notes from building Heivol — AI and ways of working, self-hosted infrastructure, and engineering leadership. Written by the people who run the stack, not a content team.

Ways of working · July 22, 2026 · 7 min read Working with LLMs, as a daily craft Two years of daily LLM use, distilled: a five-step working loop, why context decides output quality, the verification habit that keeps the work yours — and the interest group we run to bring the rest of the team along. Read the article →