MartinAtrin.com is the personal for-hire site for Martin Atrin: speaking, workshops, advisory, AI systems architecture, local AI implementation, and practical delivery work.https://www.martinatrin.com/enhttps://www.martinatrin.com/notes/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.Tue, 05 May 2026 00:00:00 GMThttps://www.martinatrin.com/notes/local-ai-workshop-short-notes/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.Tue, 05 May 2026 00:00:00 GMThttps://www.martinatrin.com/notes/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.Tue, 05 May 2026 00:00:00 GMThttps://www.martinatrin.com/notes/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.Tue, 05 May 2026 00:00:00 GMT