gulbaki

# Workflow Orchestration

## 1. Plan Mode Default

- Enter plan mode for ANY non-trivial task (3+ steps or architectural decisions)
- If something goes sideways, STOP and re-plan immediately — don't keep pushing
- Use plan mode for verification steps, not just building
- Write detailed specs upfront to reduce ambiguity

## 2. Subagent Strategy

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

jdmallen

Param(
	$filePath,
	[switch]$reverse = $false
)

## Usage
#
# From binary to UTF8 base-64 file with "b64" extension:
#     .\convert_binary_file_to_base64.ps1 path\to\file.bin
#