Personal API as a compounding document of self — the daemon's mission

The personal API (the daemon at daemon.nateterrence.net) is the public, structured surface of who Nathan is. It is a document of self that compounds over time: each conversation, each article read, each project shipped adds to it, and the cumulative structure makes the next interaction richer than the last.

The "personal API" framing is about who is shown to the world (the card you hand a stranger at a network event). The "AI learns from every conversation" framing is about how the card stays alive (the inbox→autopilot→gbrain pipeline that keeps it current). Both are the same work — the surface and the substrate are inseparable.

observation that M1 ("Build a personal API that compounds") and M3 ("Make my AI system learn from every conversation") are part of the same mission. The merged wording in people/nathan-maxwell.md is now a single mission line.

The merged framing: the daemon is the document; gbrain is the context system that makes the document compound. Without the substrate, the surface is a static page. Without the surface, the substrate is invisible.

How it's structured

Why this is one mission, not two The "personal API" framing is about who is shown to the world (the card you hand a stranger at a network event). The "AI learns from every…
Why this is one mission, not two If you split them into two missions, you get a static card that doesn't update, OR a context system with no public expression. The merged mi…
How it works in practice zotero_to_brain, build_session_ingest etc. read sources the user can't or won't manually capture (watched videos, highlighted books, bui…
How it works in practice The "AI learns from every conversation" part is the inbox pipeline. The "personal API" part is the daemon surface. The two are one continuou…
What this is NOT sense→inbox→autopilot pipeline registers signals. The "learning" is in the structured retrieval of context, not in the LLM's weights. user's…
See also substrate that makes this mission possible. audience for the personal API. ships this mission.
… 1 more sections in the full essay