Juan Pablo Osorio | Software & AI EngineerThoughts on software engineering, AI, building products, and the journey of creating things that matter.https://juanships.com/en-usYour AI Coding Agent Has Amnesia. Here's the Fix.https://juanships.com/blog/ai-coding-agent-amnesia-fix/https://juanships.com/blog/ai-coding-agent-amnesia-fix/Every new session with Claude Code, Cursor, or Windsurf starts from zero. Agent OS solves the memory architecture problem by capturing your team's conventions as injectable context.Thu, 12 Mar 2026 00:00:00 GMTAIClaude CodeAgentOSBuildingInPublicDeveloperToolsJuan Pablo OsorioHow I Built a Copilot AI at VTEX: RAG, Multi-Agent, and What I Learnedhttps://juanships.com/blog/building-copilot-ai-vtex/https://juanships.com/blog/building-copilot-ai-vtex/The real story of building an AI copilot for enterprise e-commerce — from a third-party chatbot that couldn't handle B2B complexity to a custom RAG system with reranking and multi-agent orchestration.Tue, 17 Feb 2026 00:00:00 GMTAIRAGMulti-AgentVTEXBuildingInPublicJuan Pablo Osorio