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
Release Faster
Search
David Cramer
September 14, 2013
Programming
12
1.4k
Release Faster
PyCon APAC 2013
David Cramer
September 14, 2013
Tweet
Share
More Decks by David Cramer
See All by David Cramer
Mastering Duct Tape (PyCon Balkan 2018)
zeeg
2
900
Open Source as a Business (PyCon SG 2014)
zeeg
0
410
Angular.js Workshop (PyCon SG 2014)
zeeg
0
270
Redis Hacks
zeeg
3
260
Architecting a Culture of Quality
zeeg
2
330
Open Source as a Business (EuroPython 2013)
zeeg
18
17k
Building to Scale (PyCon TW 2013)
zeeg
18
1.4k
Building to Scale
zeeg
28
24k
Lessons in Testing - DjangoCon 2012
zeeg
8
1.4k
Other Decks in Programming
See All in Programming
Claude Codeセッション現状確認 2026福岡 / fukuoka-aicoding-00-beacon
monochromegane
4
380
手戻りゼロ? Spec Driven Developmentとは@KAG AI week
tmhirai
1
160
RubyとGoでゼロから作る証券システム: 高信頼性が求められるシステムのコードの外側にある設計と運用のリアル
free_world21
0
200
Event Storming
hschwentner
3
1.3k
猫の手も借りたい!ので AIエージェント猫を作って社内に放した話 Claude Code × Container Lambda の Slack Bot "DevNeko"
naramomi7
0
240
15年目のiOSアプリを1から作り直す技術
teakun
1
600
Premier Disciplin for Micro Frontends Multi Version/ Framework Scenarios @OOP 2026, Munic
manfredsteyer
PRO
0
200
DSPy入門 Pythonで実現する自動プロンプト最適化 〜人手によるプロンプト調整からの卒業〜
seaturt1e
1
490
CSC307 Lecture 13
javiergs
PRO
0
310
クライアントワークでSREをするということ。あるいは事業会社におけるSREと同じこと・違うこと
nnaka2992
1
300
maplibre-gl-layers - 地図に移動体たくさん表示したい
kekyo
PRO
0
160
2026/02/04 AIキャラクター人格の実装論 口 調の模倣から、コンテキスト制御による 『思想』と『行動』の創発へ
sr2mg4
0
680
Featured
See All Featured
Noah Learner - AI + Me: how we built a GSC Bulk Export data pipeline
techseoconnect
PRO
0
120
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
kimpetersen
PRO
0
260
Neural Spatial Audio Processing for Sound Field Analysis and Control
skoyamalab
0
200
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
55
3.3k
Utilizing Notion as your number one productivity tool
mfonobong
4
240
Max Prin - Stacking Signals: How International SEO Comes Together (And Falls Apart)
techseoconnect
PRO
0
110
How to Build an AI Search Optimization Roadmap - Criteria and Steps to Take #SEOIRL
aleyda
1
1.9k
StorybookのUI Testing Handbookを読んだ
zakiyama
31
6.6k
Designing for Timeless Needs
cassininazir
0
150
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
17k
Building the Perfect Custom Keyboard
takai
2
710
Information Architects: The Missing Link in Design Systems
soysaucechin
0
810
Transcript
RELEASE FASTER David Cramer twitter.com/zeeg Sunday, September 15, 13
Sunday, September 15, 13
I work on "Developer Productivity" Sunday, September 15, 13
(No one knows what that means) Sunday, September 15, 13
I also build Sentry Sunday, September 15, 13
"How do we release faster?" Sunday, September 15, 13
Continuous Deployment (n) Shipping new code as soon as it's
ready Sunday, September 15, 13
# Update the site every 5 minutes */5 * *
* * cd /www/example.com \ && git pull \ && service apache restart Sunday, September 15, 13
Continuous Deployment (n) Shipping new code as soon as it's
ready Sunday, September 15, 13
Review Integration Deploy Failed Build Reporting Rollback Commit Sunday, September
15, 13
Better Testing Simplify Development Automate Releases Feature Gates Code Review
Sunday, September 15, 13
A Dropbox tale.. Sunday, September 15, 13
"Go through these [extremely manual] instructions to setup a development
VM" Sunday, September 15, 13
Sunday, September 15, 13
"Why don't we just use Vagrant?" Sunday, September 15, 13
Optimize the Bootstrap Sunday, September 15, 13
Bootstrap affects newly hired developers Sunday, September 15, 13
Bootstrap affects rebuilding environments Sunday, September 15, 13
Bootstrap affects time to run tests Sunday, September 15, 13
Bootstrap affects our sanity Sunday, September 15, 13
vagrant up ⇢ provision.sh Sunday, September 15, 13
Remove Dependencies Sunday, September 15, 13
You cannot reproduce your production environment Sunday, September 15, 13
Stop Trying Sunday, September 15, 13
Do you really need Apache? RTQDCDN[PQV Sunday, September 15, 13
Do you really need HAProxy? UGTKQWUN[! Sunday, September 15, 13
Do you really need RabbitMQ? JQYCDQWV4GFKU! Sunday, September 15, 13
Do you really need Zookeeper? PQRG Sunday, September 15, 13
Do you really need Hadoop? NQN Sunday, September 15, 13
Do you really need Anything? Sunday, September 15, 13
Utilize your build servers for complicated dependencies Sunday, September 15,
13
Find Your Bottlenecks [QWRTQDCDN[FQP VPGGFC8/KH[QWJCXGGPIKPGGTU Sunday, September 15, 13
Better Testing Simplify Development Automate Releases Feature Gates Code Review
Sunday, September 15, 13
Culture vs Tooling Sunday, September 15, 13
Make Testing Easier Ensure you want to write tests Sunday,
September 15, 13
"Oh look, a test I can copy/paste" Sunday, September 15,
13
Encourage building better testing tools and paradigms Sunday, September 15,
13
pip install pytest Sunday, September 15, 13
pip install flake8 Sunday, September 15, 13
pip install mock Sunday, September 15, 13
Your goal is to make testing accessible Sunday, September 15,
13
Automatically test individual commits to ensure every change is stable
Sunday, September 15, 13
Sunday, September 15, 13
Test Continuously Before code review (lint) Sunday, September 15, 13
Test Continuously During code review Sunday, September 15, 13
Test Continuously Post-code review (merge) Sunday, September 15, 13
Optimize test execution time to deliver feedback ASAP Sunday, September
15, 13
Sunday, September 15, 13
Keep a tight Feedback Loop PQQPGYCPVUVQHKPFQWVVJGPGZVFC[VJCVVJGKTEQFGYCUDTQMGP Sunday, September 15, 13
Prevent mistakes by blocking commits which fail the build cycle
Sunday, September 15, 13
Failed builds won't deploy Sunday, September 15, 13
Failed builds won't merge Sunday, September 15, 13
Better Testing Simplify Development Automate Releases Feature Gates Code Review
Sunday, September 15, 13
Mandatory Code Review Sunday, September 15, 13
Sunday, September 15, 13
Use Code Review to sanity check code Sunday, September 15,
13
Use Code Review to influence testing culture Sunday, September 15,
13
Use Code Review to educate developers Sunday, September 15, 13
Use Code Review to decrease cycle time Sunday, September 15,
13
"Does this change look sane?" Sunday, September 15, 13
"No, this will break X, Y, and Z" FKF[QWGXGPMPQY:YCUCVJKPI! Sunday,
September 15, 13
Aim for Quality Patches Sunday, September 15, 13
Changes happen outside of master causing master to be the
new stable CMCVKRQTVTWPM Sunday, September 15, 13
Better Testing Simplify Development Automate Releases Feature Gates Code Review
Sunday, September 15, 13
Choose your Audience Sunday, September 15, 13
Releasing a feature internally can be as effective as externally
Sunday, September 15, 13
Use feature gates to limit the audience your change affects
Sunday, September 15, 13
Gargoyle at Disqus Sunday, September 15, 13
from gargoyle import gargoyle def my_view(request): if gargoyle.is_active('awesome', request): return
'my new awesome feature' else: return 'boring old version' Sunday, September 15, 13
Better Testing Simplify Development Automate Releases Feature Gates Code Review
Sunday, September 15, 13
Look at Heroku Sunday, September 15, 13
$ heroku create sushi Creating sushi... done http://sushi.herokuapp.com/ |
[email protected]
:sushi.git
$ git push heroku master ----> Heroku receiving push ----> Rails app detected ----> Compiled slug size is 8.0MB http://sushi.herokuapp.com deployed to Heroku Sunday, September 15, 13
Continuous deployment is not deploying every commit Sunday, September 15,
13
Focus on the ability to release every commit, not actually
doing it Sunday, September 15, 13
Review Integration Deploy Failed Build Reporting Rollback Commit Sunday, September
15, 13
Stage Release TGNGCUGECPOGCPYJCVGXGTKVPGGFUVQYKVJKP[QWTQTICPK\CVKQP Sunday, September 15, 13
Closing Thoughts Sunday, September 15, 13
Quality over Quantity PQUGTKQWUN[ Sunday, September 15, 13
Scale culture through tooling Sunday, September 15, 13
Your problems are not unique Sunday, September 15, 13
Thank You! (p.s. Tokyo is amazing) twitter.com/zeeg Sunday, September 15,
13