Miles Manley

I'm learning how to build a company from inside an AI startup.

I train most days and nerd out about the data behind all of it. Most of what I make is a system for something I was already doing by hand.

Raleigh, North Carolina

01

Now

November 2026
02

Building

  1. KnowledgeXpert

    The product I work on at Bear Creek AI. I built and run its site.

  2. Brand Engine

    Two years of photos and video turned into a posting pipeline. exiftool reads the metadata, CLIP embeds and tags every frame, Claude scores each event's best shots, and I approve the order from my phone.

  3. Cornerstone

    My life data warehouse. Sleep, body composition, lifts and my calendar all land in BigQuery, and a Cloudflare Worker reads them to render tomorrow's plan.

  4. Life HQ

    I run my life like a company. Quarterly plans, a weekly review, a monthly close. The daily plan shows up as an event on a Google Calendar, which is the part that made it stick.

  5. Sunshine

    A voice assistant for the kitchen, running on a Pi next to the stove. Built, honestly not in use.

  6. Trail drone

    A drone that is supposed to follow me on trail runs and film it. Still mostly supposed to.

03

Training

I let my HRV dictate my mood. Sue me.

Three runs and three lifts in a normal week. The hard days are gated on what my recovery data says that morning, so some mornings the plan changes before I'm awake enough to argue with it. I work out my zone 2 band with the Karvonen method and then spend the whole run telling McKenna to slow down so I can stay in it.

04

Elsewhere