SYSTEM_LOG
Short, precise notes from actual mandates—what worked, what broke and patterns that repeat across AI SDLC, platforms and operational agents.
Why modern AI delivery patterns finally unlock what agile promised — and how to structure teams to ship safely.
How AI agents and openEHR can lift healthcare out of its purgatory by structuring every input and embedding it into durable clinical knowledge.
Store everything, retrieve only what matters: long-context chat in ~100 lines with LangChain and Node.
Context quality sets the ceiling for AI outcomes; better retrieval and cleaner signals beat model hype.