All notes with the tag "architecture".
Apple's on-device AI push reframed as a bet on the most expensive question in the industry: when agents work all day, does that compute happen on your device or in someone's data center?
The most interesting AI advances are shifting from bigger models to smarter systems around them — memory layers, grounding, inference efficiency, and modular intelligence.
Markdown still dominates cognition-heavy AI workflows, but as agents become operational systems, HTML is re-emerging for structure, interaction, and state. The future is probably both.
Use Claude Code to reverse-engineer your system into versioned flow docs, then use those flows as a source of truth for investigations and support.