Notes on production-AI engineering: what works, what doesn't, and why 95% of 'agentic AI' in 2026 is renamed RPA. Long-form essays from a practitioner with his own fleet of AI systems 24/7.https://chukhaldin.ru/en/en-UShttps://chukhaldin.ru/en/blog/ot-erp-zavoda-do-ai-v-production/https://chukhaldin.ru/en/blog/ot-erp-zavoda-do-ai-v-production/9 years of career — Baltic Shipyard → Turkey → Bulgaria → St. Petersburg → Kaliningrad. Infor LN at enterprise clients (Ferrari / Aston Martin / Kozloduy NPP) → iOS native → Senior media-buyer ($1.34M ad budget / $379k net profit in performance marketing) → my own production fleet of AI systems. What I learned along the way and how I now bring it into SMB.Mon, 18 May 2026 00:00:00 GMTAIProductionCareerSeniorManifesto