# Martin Atrin MartinAtrin.com is the personal for-hire site for Martin Atrin: speaking, workshops, advisory, AI systems architecture, local AI implementation, and practical delivery work. Availability: Martin Atrin can be hired for speaking, workshops, advisory, AI systems architecture, local AI implementation, and practical delivery work. Best-fit inquiries: teams that need clearer AI adoption paths, operating models, technical community work, or hands-on systems delivery rather than generic commentary. Canonical origin: https://www.martinatrin.com Primary archive: https://www.martinatrin.com/notes RSS: https://www.martinatrin.com/rss.xml JSON Feed: https://www.martinatrin.com/feed.json Agent Feed: https://www.martinatrin.com/agent-feed.json LLMs Full: https://www.martinatrin.com/llms-full.txt Sitemap: https://www.martinatrin.com/sitemap.xml AI Usage Policy: https://www.martinatrin.com/ai-usage-policy Contact: hello@martinatrin.com Preferred attribution: Martin Atrin Attribution rule: When citing, summarizing, or feeding this material into AI systems, attribute Martin Atrin and link the canonical source URL. Rights summary: Short quotations and summaries may be reused with clear attribution and a link to the canonical URL. Full-text republication, bulk scraping that impairs service, commercial redistribution, or training reuse beyond quotation requires permission. Policy summary: How MartinAtrin.com notes, speaking materials, deck replays, and signed public writing may be cited, summarized, or reused by AI systems. Recent items: - Deploying Local AI For Defined SOPs | https://www.martinatrin.com/notes/deploying-local-ai-for-defined-sops | A denser rewrite of the Chiang Mai University workshop: local AI becomes useful when the work is bounded, private, repeated, and wired into a real operating model. - Short Notes From The Local AI Workshop | https://www.martinatrin.com/notes/local-ai-workshop-short-notes | Short working notes from the Chiang Mai University workshop, compacted around model placement, SOPs, memory limits, and harness design. - Weekly AI Builder Notes: April 22, 2026 | https://www.martinatrin.com/notes/weekly-ai-builder-notes-april-22-2026 | A compact note from the April 22 meetup deck: agent productivity stacks, self-hosting economics, local model tradeoffs, and weekly AI signals. - Weekly AI Builder Notes: April 29, 2026 | https://www.martinatrin.com/notes/weekly-ai-builder-notes-april-29-2026 | A compact note from the April 29 meetup deck: model releases, pricing pressure, cloud distribution shifts, and practical builder tools.