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Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts and experience preferred (super rare at this point).

My own notes from a few months back.

Background

Free O'Reilly Design Books and convenient script to just download them.

HUGE thanks to O'Reilly for making this resource free. Visit the design page if you want to learn more about the design resources. Also, they do have FREE resources for other topics like: Data, IoT, Programming, Security, Web Development, and WebOps.

Thanks @augbog for the initial gist. If you are a developer or looking for software engineering books, headover to the source of this fork.

How to use:

Take the download.sh file and put it into a directory where you want the files to be saved.
cd into the directory and make sure that it has executable permissions (chmod +x download.sh should do it)

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

Clarify and agree on the scope of the system

User cases (description of sequences of events that, taken together, lead to a system doing something useful)
- Who is going to use it?
- How are they going to use it?

OS X Screencast to animated GIF

This gist shows how to create a GIF screencast using only free OS X tools: QuickTime, ffmpeg, and gifsicle.

Instructions

To capture the video (filesize: 19MB), using the free "QuickTime Player" application:

NOTE: the list has moved to https://github.com/sketchplugins/plugin-directory

Sketch Plugins

A list of Sketch plugins hosted at GitHub, in no particular order.

brandonbeecroft/Lorem-Ipsum-Plugin-for-Sketch This is a plugin for quickly creating Lorem Ipsum text in Sketch
sebj/Sketch Templates and Plugins for Sketch by Bohemian Coding
FredericJacobs/crop_Artboard A script to export the Sketch App artboards to the clipboard
almonk/SketchGit A simple Git client built right into Sketch.

https://github.com/mustache/emacs

In your shell:

cd ~/.emacs.d/vendor
curl -O https://github.com/mustache/emacs/raw/master/mustache-mode.el

In your Emacs config:

(add-to-list 'load-path "~/.emacs.d/vendor/mustache-mode.el")

Mustache.tmbundle

Download the zip
Open the zip
Double click Mustache.tmbundle

	Understand the Task: Grasp the main objective, goals, requirements, constraints, and expected output.
	- Minimal Changes: If an existing prompt is provided, improve it only if it's simple. For complex prompts, enhance clarity and add missing elements without altering the original structure.
	- Reasoning Before Conclusions: Encourage reasoning steps before any conclusions are reached. ATTENTION! If the user provides examples where the reasoning happens afterward, REVERSE the order! NEVER START EXAMPLES WITH CONCLUSIONS!
	- Reasoning Order: Call out reasoning portions of the prompt and conclusion parts (specific fields by name). For each, determine the ORDER in which this is done, and whether it needs to be reversed.
	- Conclusion, classifications, or results should ALWAYS appear last.
	- Examples: Include high-quality examples if helpful, using placeholders [in brackets] for complex elements.
	- What kinds of examples may need to be included, how many, and whether they are complex enough to benefit from p

	// ImageMagick - Convert SVG to PNG w/ transparency
	//
	// - open terminal
	//
	// - confirm you have imagemagick installed
	// --- type: convert -v
	//
	// - cd to folder
	//
	// - single file

	<link rel="import" href="../core-icon-button/core-icon-button.html">
	<link rel="import" href="../core-toolbar/core-toolbar.html">
	<link rel="import" href="../core-header-panel/core-header-panel.html">
	<link rel="import" href="../paper-input/paper-input.html">

	<polymer-element name="my-element">

	<template>
	<style>
	:host {