Ed bbaaxx

AerialDB — Agent Experience Audit

Auditor: Pi (coding agent)
Date: 2026-05-30
Repository: aerialdb
Goal: Assess how well AI agents can understand and work with this repo, and identify enhancements to docs and tooling.

Overview

RFC: Recommendations for Achieving Model Independence in AI and Statistical Analysis Solutions

1. Introduction

In the evolving landscape of artificial intelligence (AI) and statistical analysis (SA), organizations face critical decisions regarding the ownership and control of the models they utilize. The concept of "model independence"—the capacity of an entity to own and manage the models processing their data—has become increasingly significant. This document outlines recommendations for organizations aiming to achieve model independence, ensuring data sovereignty, security, and adaptability in a rapidly changing geopolitical environment.

	# Prompt Pack: flujo de agentes de IA para pitch decks en etapa temprana

	Usa estos prompts en secuencia. La persona fundadora debe editar los resultados en cada paso en lugar de aceptarlos sin revisión.

	## Prompt 1 — Levantamiento de contexto de la startup

	Actúa como analista de narrativa para startups.

	Soy fundador(a) de una startup en etapa temprana y estoy preparando un pitch deck.
	Primero, lee mis notas y extrae:

	// Kestrel
	export const K = a => () => a
	// Starling
	export const S = a => b => c => a(c)(b(c))
	// Idiot : a => a
	export const I = S(K)(K)
	// Bluebird : a => b => c => a(b(c))
	export const B = S(K(S))(K)
	// Cardinal : a => b => c => a(c)(b)
	export const C = S(B(B)(S))(K(K))

	AWS DeepLens factory reset steps followed:

	Get Ubuntu and microSD card set up using AWS forum supplied instructions
	https://s3.amazonaws.com/deeplens-public/factory-restore/DeepLens_System_Restore_Instruction.pdf

	Pre-requisites: borked DeepLens in need of restore
	keyboard
	micro HDMI cable
	monitor
	bootable Ubuntu live USB

	sudo apt-get update && sudo apt-get upgrade -y && sudo apt-get install -y \
	vim \
	curl \
	wget \
	tmux \
	zsh \
	build-essential \
	apt-transport-https \
	ca-certificates \
	gnupg-agent \

	const crearCartera = saldo => ({
	retirar: cantidad =>
	new Promise(
	(resolve, reject) =>
	saldo > cantidad
	? resolve((saldo -= cantidad))
	: reject(`tienes ${saldo} y no te alcanza :(`),
	),
	depositar: cantidad => Promise.resolve((saldo += cantidad)),
	consultar: () => Promise.resolve(saldo),

	BOT_KEYWORD='strider'
	DISCORD_API_TOKEN='NDIzOTM5$0meR4nd0m$hi7N...'
	DIALOGFLOW_CLIENT_ACCESS_KEY=