Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
[Keynote] Production is like ultra running: bru...
Search
Colin Fay
March 16, 2023
Technology
290
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
[Keynote] Production is like ultra running: brutal, ungrateful, but worth every step
Keynote at the ShinyConf 2023
Colin Fay
March 16, 2023
More Decks by Colin Fay
See All by Colin Fay
After {shiny}: The Future of Mobile Apps with R
colinfay
0
140
Beyond {shiny}: The Future of Mobile Apps with R
colinfay
1
730
DESTROY ALL WIDGETS
colinfay
0
530
Building Multi-Page {shiny} apps with {brochure}
colinfay
0
270
Let's talk about accessibility
colinfay
0
210
[Workshop] Good Practices for {shiny} development with {golem}
colinfay
0
1.4k
Engineering {shiny} with {golem} - WhyR
colinfay
0
1.1k
An overview of testing in R
colinfay
0
1.2k
Everything not Tested Will Eventually Fail
colinfay
0
390
Other Decks in Technology
See All in Technology
SREの視点で考えるSIEM活用術 〜AWS環境でのセキュリティ強化〜
cscengineer
PRO
0
130
CLIライブラリ開発を支える技術
htnabe
0
140
C#未経験の僕がAIに読めるコードを書かせるまで
maguroalternative
0
110
Issue 駆動でスペシャリストの意図を届ける、AI 実装のアクセシビリティ向上
thkt
0
120
LLMに渡さなかった仕事
nanaism
0
1.1k
負債のメタファと2026年 / Debt Metaphor in Agentic Engineering Age 202609 Edition
twada
PRO
10
4.3k
人間はどの意思決定を手放せるのか
kawasima
15
7.5k
え、こんなに早く改修できるの?──新人エンジニアとスクラムマスターの2人が語る、AI×アジャイル開発の現場
ysasago
2
530
Deployment の 先にある AI Agent 基盤 - kagent vNext、Agent Substrate、Hermes から読み解く Agent Runtime の現在地 / k8s-matsuri-2-ai-agent-platform-amsy810
masayaaoyama
4
670
AI時代、データエンジニアが一番おもろい
genshun9
0
670
Claude Codeを「使うほど育つ」AI秘書にするノウハウ
minorun365
PRO
32
28k
幾何アルゴリズムで なめらかなピン操作を / iOSDC Japan 2026 / smoothpin
kazumanagano
0
360
Featured
See All Featured
Exploring anti-patterns in Rails
aemeredith
4
510
How to audit for AI Accessibility on your Front & Back End
davetheseo
0
540
The Pragmatic Product Professional
lauravandoore
37
7.4k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.9k
We Have a Design System, Now What?
morganepeng
55
8.3k
Agile that works and the tools we love
rasmusluckow
331
22k
The Limits of Empathy - UXLibs8
cassininazir
1
680
Statistics for Hackers
jakevdp
799
230k
Exploring the relationship between traditional SERPs and Gen AI search
raygrieselhuber
PRO
3
4.3k
Designing Experiences People Love
moore
143
24k
HTML-Aware ERB: The Path to Reactive Rendering @ RubyCon 2026, Rimini, Italy
marcoroth
5
690
More Than Pixels: Becoming A User Experience Designer
marktimemedia
3
530
Transcript
Production is like ultra running: brutal, ungrateful, but worth every
step Colin Fay - ThinkR
None
None
None
None
None
You’ll never run again, Mr FAY.
None
None
None
None
https://www.strava.com/clubs/rstats
None
None
None
None
None
R is not meant for production.
None
None
https://engineering-shiny.org/
None
?
No one cares that you run ultra
No one cares that you run ultra use R in
prod
None
(╯°□°)╯︵ ┻━┻
“Whenever you’re learning a new tool, for a long time
you’re going to suck… But the good news is that is typical, that’s something that happens to everyone, and it’s only temporary.” H. Wickham
None
None
None
Truth #1 - The devil is in the details
None
None
None
None
None
None
None
None
None
None
Made with https://excalidraw.com/
None
None
None
Truth #2 - It's not only about it.
None
None
2015 : 🏃🏃🏃🏃🏃🏃🏃🏃🏃🏃 2023 : 🏃🏋🏃🚴🏃🧗🏃🏊🏃🧘
None
None
None
None
None
None
2019 : 👩💻👩💻👩💻👩💻👩💻👩💻👩💻👩💻👩💻👩💻 2023 : 👩💻👩🔬👩💻📓👩💻📞👩💻👩🔬👩💻👩💻
None
None
None
Truth #3 - There are things nobody wants to do.
None
None
None
None
None
None
None
None
None
None
None
None
None
None
None
Truth #4 - It's a team work after all.
None
None
None
None
None
None
None
None
None
Truth #5 - We learn the hard way
None
I wish I had listened to their advice.
I wish I had listened to their advice.
None
None
None
None
About & links About me: - https://colinfay.me/ - https://twitter.com/_ColinFay -
https://engineering-shiny.org/ ThinkR & the golemverse - https://rtask.thinkr.fr/ - https://github.com/ThinkR-open - https://golemverse.org/
Tools & packages presented Schema made with excalidraw https://excalidraw.com/ {shiny}:
https://shiny.rstudio.com/ {golem}: https://thinkr-open.github.io/golem/ {rhino}: https://appsilon.github.io/rhino/ {shinytest2}: https://rstudio.github.io/shinytest2/ {rmarkdown}: https://rmarkdown.rstudio.com/ {covr}: https://covr.r-lib.org/ {testthat}: https://testthat.r-lib.org/ {renv}: https://rstudio.github.io/renv/