Building your own personal minion with grunt.js

Apr 22, 20158 likes1,671 views

Everybody secretly wants to be an evil genius, right? So, what do they all have in common? Minions. In this session, you will learn to build your own little development minion with the grunt.js automation framework. Learn the basics of what grunt is, how it works, and how to make it automate the boring programming tasks that waste your time. Be warned, there will be code involved, and perhaps a little world domination.

Building Your Own
Personal Minion
With Grunt.js
Brent Swisher

Hello!
Brent Swisher
Web Developer at Grand
Valley State University
You can find me at:
@brentswisher
swisherb@gvsu.edu

Hello Again!
Harold
Minion at Grand Valley
State University
Likes:
Clean Code
Smooth Jazz
Dislikes:
Shirts
Leprechauns

It will be okay, the command
line isn’t scary (this time)
RUN!!!

Installing Grunt.js
Harold: The Early Years

Installation & Setup
▪ Installing Node.js
▫ https://nodejs.org/en/download/
▪ Installing Grunt
▫ npm install -g grunt-cli
▪ Setting up a project
▫ package.json
▫ Gruntfile.js

Quotations are commonly printed
as a means of inspiration and to
invoke philosophical thoughts
from the reader.

▪ Now we just need to add the
packages we are using.
▪ npm install [package] --save-dev
Installing local task plugins

Quotations are commonly printed
as a means of inspiration and to
invoke philosophical thoughts
from the reader.
npm install grunt --save-dev

Gruntfile.js
Used to configure and load
grunt plugins

Available Plugins
http://gruntjs.com/plugins
5,347

Watches files for changes, and
calls other grunt tasks when they
change.
Live Reload! - My personal favorite
use of grunt.js
Available as a chrome extension
grunt-contrib-watch

jshint allows your “minion” to
automatically test your javascript
for common errors or bugs.
For example, it can be set to throw
an error if you declare unused
variables
grunt-contrib-jshint

Javascript minification and
obfuscation
Can also be used to combine
multiple files
grunt-contrib-uglify

CSS minification
Can also be used to combine
multiple files
grunt-contrib-cssmin

grunt-contrib-sass
Sass integration for grunt, allows
you to centralize your build
process
(There are also plugins for most
other pre-processors - less,
stylus, etc)

Harold takes a trip
Reusing your grunt setup

1. Copy the package.json and
Gruntfile.js to the new project
2. Run npm install
3. If necessary, update file paths
Two files and a command
Quick Note: You will want to exclude the node_modules
folder from git/version control

RESOURCES:
▪ https://github.com/brentswisher/gruntminion - The files
created during the talk
▪ gruntjs.com - Official grunt hompage
▪ http://gruntjs.com/plugins - list of available plugins
▪ https://nodejs.org/download/ - Node.js Installer
TUTORIALS:
▪ http://24ways.org/2013/grunt-is-not-weird-and-hard/
▪ http://www.html5rocks.
com/en/tutorials/tooling/supercharging-your-gruntfile/
CREDITS:
▪ “Harold” by Jake Rohdy
▪ Busy Icons by Olly Holovchenko
▪ Presentation template by SlidesCarnival

Thanks!
ANY QUESTIONS?
You can find me at:
@brentswisher
swisherb@gvsu.edu

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Scaling GraphRAG: Efficient Knowledge Retrieval for Enterprise AIdanshalev

If we were building a GenAI stack today, we'd start with one question: Can your retrieval system handle multi-hop logic? Trick question, b/c most can’t. They treat retrieval as nearest-neighbor search. Today, we discussed scaling #GraphRAG at AWS DevOps Day, and the takeaway is clear: VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval. GraphRAG builds a knowledge graph from source documents, allowing for a deeper understanding of the data + higher accuracy.

What Do Contribution Guidelines Say About Software Testing? (MSR 2025)Andre Hora

Software testing plays a crucial role in the contribution process of open-source projects. For example, contributions introducing new features are expected to include tests, and contributions with tests are more likely to be accepted. Although most real-world projects require contributors to write tests, the specific testing practices communicated to contributors remain unclear. In this paper, we present an empirical study to understand better how software testing is approached in contribution guidelines. We analyze the guidelines of 200 Python and JavaScript open-source software projects. We find that 78% of the projects include some form of test documentation for contributors. Test documentation is located in multiple sources, including CONTRIBUTING files (58%), external documentation (24%), and README files (8%). Furthermore, test documentation commonly explains how to run tests (83.5%), but less often provides guidance on how to write tests (37%). It frequently covers unit tests (71%), but rarely addresses integration (20.5%) and end-to-end tests (15.5%). Other key testing aspects are also less frequently discussed: test coverage (25.5%) and mocking (9.5%). We conclude by discussing implications and future research.