Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
[Keynote] Production is like ultra running: bru...
Search
Colin Fay
March 16, 2023
Technology
0
250
[Keynote] Production is like ultra running: brutal, ungrateful, but worth every step
Keynote at the ShinyConf 2023
Colin Fay
March 16, 2023
Tweet
Share
More Decks by Colin Fay
See All by Colin Fay
Beyond {shiny}: The Future of Mobile Apps with R
colinfay
1
540
DESTROY ALL WIDGETS
colinfay
0
470
Building Multi-Page {shiny} apps with {brochure}
colinfay
0
230
Let's talk about accessibility
colinfay
0
160
[Workshop] Good Practices for {shiny} development with {golem}
colinfay
0
1.2k
Engineering {shiny} with {golem} - WhyR
colinfay
0
1k
An overview of testing in R
colinfay
0
1.1k
Everything not Tested Will Eventually Fail
colinfay
0
330
[eRum 2020] Testing Shiny: Why, what, and how
colinfay
0
1.3k
Other Decks in Technology
See All in Technology
AIエージェントで90秒の広告動画を制作!台本・音声・映像・編集をつなぐAWS最新アーキテクチャの実践
nasuvitz
3
320
JTCにおける内製×スクラム開発への挑戦〜内製化率95%達成の舞台裏/JTC's challenge of in-house development with Scrum
aeonpeople
0
250
自作JSエンジンに推しプロポーザルを実装したい!
sajikix
1
190
Firestore → Spanner 移行 を成功させた段階的移行プロセス
athug
1
490
これでもう迷わない!Jetpack Composeの書き方実践ガイド
zozotech
PRO
0
1k
Agile PBL at New Grads Trainings
kawaguti
PRO
1
450
大「個人開発サービス」時代に僕たちはどう生きるか
sotarok
20
10k
機械学習を扱うプラットフォーム開発と運用事例
lycorptech_jp
PRO
0
570
Platform開発が先行する Platform Engineeringの違和感
kintotechdev
4
580
Django's GeneratedField by example - DjangoCon US 2025
pauloxnet
0
150
Modern Linux
oracle4engineer
PRO
0
150
roppongirb_20250911
igaiga
1
240
Featured
See All Featured
Six Lessons from altMBA
skipperchong
28
4k
Making the Leap to Tech Lead
cromwellryan
135
9.5k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
52
5.6k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
27k
BBQ
matthewcrist
89
9.8k
Scaling GitHub
holman
463
140k
A designer walks into a library…
pauljervisheath
207
24k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
8
530
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
44
2.5k
Balancing Empowerment & Direction
lara
3
620
Rebuilding a faster, lazier Slack
samanthasiow
83
9.2k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.9k
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/