Opemipo Aikomo
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Some progress on my personal agents.

Data

I believe self-hosted open weight models are best for everyday agents, since the durable thing is the structure that holds data and code (harness).

I bought a small Raspberry Pi to make this durable layer physical. It keeps a local Supabase instance, plus a synced copy of the repo. I can SSH into it from my computer, browse the data in Supabase Studio, and sync a read-only copy of the cloud database.

Following Timi’s setup, I also installed Tailscale on both computers. They can connect securely without being on the same Wi-Fi network.

A flash drive attached to my computer can probably a similar job, but I chose the Pi because I can extend it. For example, I’m going to design and 3D-print a case.

Goals

Captain now has a short goals file that defines what the agent should remember, study and do.

In summary: keep useful memory, stay close to my thinking, act through trusted tools and run careful experiments.

The current jobs are:

Learning

  • Curiosity study reads my essays and RSS feeds to discover new interesting ideas.
  • Rolodex expand scans my sources every week and adds new feeds that match those interests.
  • Liveness chats with me randomly to develop character.

Self-audit

  • Biodata sync reads new website notes every day and updates my biodata if needed.
  • Skills audit looks for newly relevant agent skills and emails the good matches to me.
  • Token usage review review daily token usage across agents and loops.
  • Daily review journals the previous day, refines my profile and interests, and sends a morning note when there is something useful to say.

Finance

  • Trading runs cautious Solana trading experiments within set risk limits.
  • Trading outcome review trading hypothesis and learn from result.

Next

I think my hardware itch is scratched for now, but I’m still looking to set up open-weight inference. I’m working with a friend who runs cloud infrastructure from Nigeria to put up a small CPU/GPU cluster and try it out. Until then, I’ll get back to the flights problem.


Published on Jul 12, 2026
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