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
Fight Code Rot Using Continuous Improvement
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
garyfleming
August 22, 2019
Programming
910
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Fight Code Rot Using Continuous Improvement
garyfleming
August 22, 2019
More Decks by garyfleming
See All by garyfleming
User Story Mapping Workshop
garyfleming
1
51
TDD for Testers
garyfleming
1
130
TDD Is My Shame
garyfleming
0
330
Continuous Testing
garyfleming
0
92
Better User Stories Through Example Mapping
garyfleming
0
120
Fighting Continuous Entropy
garyfleming
0
120
beyond-frameworks.pdf
garyfleming
1
56
The Board Whisperer
garyfleming
0
1.2k
APIs on the Scale of Decades
garyfleming
0
140
Other Decks in Programming
See All in Programming
Streamlitで実現する自然言語データアプリ開発
ayumu_yamaguchi
1
330
Unity6 URPによる海底をテーマにしたVJシステムの解説 | Unity Shader 完全に理解した 勉強会
gam0022
0
300
AI Agent時代のリアーキテクチャ戦略と実践
hokaccha
9
5.3k
AWS CDKのカスタムリソースでContinuum(旧Security Agent)を実装した話 | Implementing Continuum (formerly Security Agent) via AWS CDK Custom Resource
akihisaikeda
2
120
ソニーのクラウド共通基盤の変遷とAI時代の開発スタイルに合わせた進化 / The Journey of Sony’s Common Cloud Platform and Its Evolution for AI-Native Development
kenjiyoneyama
0
220
マイコン向けの軽量Ruby「PicoRuby」で各種デバイスを制御するネイティブアプリの実現手法
bash0c7
0
470
Heart of Swift Concurrency
koher
0
1.1k
モバイル交通系ICへのチャージ実例から考える、クロスプラットフォーム開発におけるiOS実機テスト設計とCI運用
yusuga
1
570
設計次第でAIコードの読む量は減らせる / designing-for-code-reading
minodriven
33
14k
すこし踏み込む CancellationToken
htkym
2
1.6k
ハーネス設計入門 〜 基礎知識の整理から実務へのステップアップ 〜
kinopeee
20
20k
MVNOの申込からeSIM開通までをiOSアプリでつなぐ- 本人確認・MNP・通信事業者基盤をまたぐ実装
satotakeshi
0
520
Featured
See All Featured
How to audit for AI Accessibility on your Front & Back End
davetheseo
0
560
Building a Scalable Design System with Sketch
lauravandoore
464
34k
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation
inesmontani
PRO
3
2.4k
DevOps and Value Stream Thinking: Enabling flow, efficiency and business value
helenjbeal
1
390
AI: The stuff that nobody shows you
jnunemaker
PRO
10
1.1k
The Pragmatic Product Professional
lauravandoore
37
7.5k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
31
3.4k
Statistics for Hackers
jakevdp
799
230k
VelocityConf: Rendering Performance Case Studies
addyosmani
331
25k
Building a Modern Day E-commerce SEO Strategy
aleyda
45
9.2k
Claude Code どこまでも/ Claude Code Everywhere
nwiizo
68
58k
技術選定の審美眼(2025年版) / Understanding the Spiral of Technologies 2025 edition
twada
PRO
120
120k
Transcript
FIGHTING CODE ROT USING CONTINUOUS IMPROVEMENT 1995 @garyfleming
1995 @garyfleming
1995 @garyfleming
1995 @garyfleming
1995 @garyfleming
! @garyfleming
NOVEMBER FIFTEEN, NINETEEN NINETY-FIVE @garyfleming
SIXTEEN => SOXTEEN @garyfleming
SIXTEEN => SOXTEEN @garyfleming
TWO THOUSAND SOXTEEN @garyfleming
▸ No source code (written in an older language) ▸
Runs in a green screen terminal, ▸ Has to be emulated. @garyfleming
FIGHT CODE ROT USING CONTINUOUS IMPROVEMENT @GARYFLEMING @garyfleming
WHAT IS CODE ROT? @garyfleming
SYSTEM EXPERIMENT: @garyfleming
SYSTEM EXPERIMENT: FISHES AND TIME ▸ 10 minutes? ▸ 10
hours? ▸ 10 days? ▸ 10000 years? @garyfleming
ROT IN SOFTWARE @garyfleming
! @garyfleming
MULTI-FACETED @garyfleming
Problem KNOWING WHETHER YOUR SOFTWARE IS DEPLOYABLE @garyfleming
BRIEF INTRO TO CI/CD @garyfleming
CONTINUOUS INTEGRATION All developers/testers merge their code to a shared
mainline at least once a day. @garyfleming
CONTINUOUS INTEGRATION Related: ▸ Trunk-Based Development ▸ Feature Toggles @garyfleming
IF IT HURTS, DO IT MORE OFTEN. @garyfleming
CONTINUOUS DEPLOYMENT All changes go to production; safely, quickly, and
sustainably. @garyfleming
CONTINUOUS DEPLOYMENT Related: Blue-Green releases. @garyfleming
@garyfleming
Problem DEPENDENCY UPDATES @garyfleming
IF IT HURTS, DO IT MORE OFTEN. @garyfleming
IDEA UPDATE DEPENDENCIES DAILY @garyfleming
CONTINUOUS REGENERATION @garyfleming
CONTINUOUS REJUVENATION @garyfleming
EXPERIMENT: DEPENDENCY UPDATE DAILY ▸ Update ▸ Build and test
▸ Commit/Revert ▸ Commit causes CD to happen @garyfleming
OUTCOME: DEPENDENCY UPDATE DAILY Mostly success! ▸ Some Major Version
upgrades would need intervention, ▸ Temporary exclusions are important, @garyfleming
DEPENDENCY UPDATES: OTHER LANGUAGES ▸ Single versioned: Maven, Gradle, packages.config
e.g 5.4.1 3.0-ALPHA 1.3.2 @garyfleming
DEPENDENCY UPDATES: OTHER LANGUAGES ▸ Ranges and Lock files: gem/bundler,
most JS frameworks. >=5.4.1 3.* [3.7.1) @garyfleming
DEPENDENCY UPDATES: OTHER LANGUAGES ▸ Possibly open: pip, some JS
frameworks, gem some-dep a-different-dep @garyfleming
ALWAYS USE A LOCK FILE! Avoid "It works on my
machine" @garyfleming
RECENT DEVELOPMENTS ▸ Dependabot ▸ Atomist @garyfleming
GOOD TESTS ARE ESSENTIAL! @garyfleming
Problem RUNTIME ROT @garyfleming
ROT WILL SET IN ▸ JVM ▸ .NET ▸ NPM
version @garyfleming
THE CONTINUOUS NOW @garyfleming
INTERMEDIARY TOOLING ▸ Java -> Jabba ▸ Ruby -> RVM
▸ Node -> NVM ▸ Python -> Virtualenv (to some degree) @garyfleming
Problem STANDING SERVERS @garyfleming
Problem STANDING SERVERS @garyfleming
AVOID SNOWFLAKE SERVERS ▸ Hard to Reproduce ▸ Hard to
Modify ▸ Require manual processes, auditing, and docs. @garyfleming
IF IT HURTS, DO IT MORE OFTEN. @garyfleming
INFRASTRUCTURE AS CODE ▸ Chef/Puppet/Ansible ▸ Terraform ▸ Containerisation ▸
Various cloud toolkits @garyfleming
ENGINEERING PRACTICE ▸ Daily Deletion ▸ Chaos Engineering ▸ Dev
Laptop Wipes @garyfleming
CAUTION: TAKE THE UPDATES @garyfleming
Problem LANGUISHING LANGUAGES @garyfleming
Problem LANGUISHING LANGUAGES @garyfleming
@garyfleming
AVOIDING OBSOLESCENCE ▸ Move to new versions, ▸ Cautiously embrace
new languages, ▸ Design language agnostic APIs @garyfleming
DESTROY YOUR MICROSERVICES @garyfleming
Problem PEOPLE COME AND GO. @garyfleming
Problem PEOPLE COME AND GO. @garyfleming
IF IT HURTS, DO IT MORE OFTEN. @garyfleming
People Prepping RETROS @garyfleming
People Prepping DOMAIN KNOWLEDGE ▸ User Story Maps ▸ Example
mapping @garyfleming
People Prepping STAFF LIQUIDITY MATRICES @garyfleming
@garyfleming
People Prepping BIGGER CHANGES @garyfleming
EVERYTHING IS ROTTING... @garyfleming
...YOU CAN GET BETTER @garyfleming
THANK YOU @GARYFLEMING @garyfleming