davidlohle

#/bin/bash
set -e

if [[ -n "$DEBUG" ]]
then
  echo "!!! Debug output enabled"
  set -x
fi

set -u

miclip

Create a custom stack and add to TBS

1. Create a docker file for image:

# Set a common base
FROM alpine as base

# Set required CNB information
ENV CNB_USER_ID=1000

malston

Two Execution Options

1. Subagent-Driven (this session) - I dispatch fresh subagent per task, review between tasks, fast iteration

2. Parallel Session (separate) - Open new session with executing-plans, batch execution with checkpoints

Which approach, Mark?

Mark wants more detail on the two execution options. Let me explain them clearly based on what the writing-plans skill says and my understanding of the superpowers skills.

karpathy

"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.

@karpathy
"""

import os       # os.path.exists
import math     # math.log, math.exp