Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Re-Architecting Applications (Without a Rewrite!)
Search
Daniel Lew
February 10, 2018
Programming
8
2.8k
Re-Architecting Applications (Without a Rewrite!)
Talk given at DevFestMN 2018 & MinneBar 13.
Recording here:
https://youtu.be/dKm7MKoxVIg
Daniel Lew
February 10, 2018
Tweet
Share
More Decks by Daniel Lew
See All by Daniel Lew
How to Use Computers (Privately!)
dlew
0
54
Finding Meaningful, Mission-Driven Work
dlew
0
150
Things Maybe You Don't Know as a Newer Developer
dlew
1
120
Maintaining Software Correctness
dlew
4
1k
Grokking Coroutines (MinneBar)
dlew
5
640
ClimateChangeTech.pdf
dlew
0
140
What Tech Can Do About Climate Change
dlew
0
630
Grokking Coroutines
dlew
5
1.3k
Automated Tests Aren't Enough
dlew
0
520
Other Decks in Programming
See All in Programming
안드로이드 9년차 개발자, 프론트엔드 주니어로 커리어 리셋하기
maryang
1
120
AIエージェントを活かすPM術 AI駆動開発の現場から
gyuta
0
420
非同期処理の迷宮を抜ける: 初学者がつまづく構造的な原因
pd1xx
1
720
AtCoder Conference 2025「LLM時代のAHC」
imjk
2
510
AIコーディングエージェント(skywork)
kondai24
0
180
Developing static sites with Ruby
okuramasafumi
0
300
MAP, Jigsaw, Code Golf 振り返り会 by 関東Kaggler会|Jigsaw 15th Solution
hasibirok0
0
250
FluorTracer / RayTracingCamp11
kugimasa
0
230
AIの誤りが許されない業務システムにおいて“信頼されるAI” を目指す / building-trusted-ai-systems
yuya4
6
3.7k
AIエンジニアリングのご紹介 / Introduction to AI Engineering
rkaga
8
2.9k
TestingOsaka6_Ozono
o3
0
160
Cell-Based Architecture
larchanjo
0
130
Featured
See All Featured
A better future with KSS
kneath
240
18k
Building Applications with DynamoDB
mza
96
6.8k
How GitHub (no longer) Works
holman
316
140k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
26
3.2k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.2k
GitHub's CSS Performance
jonrohan
1032
470k
Product Roadmaps are Hard
iamctodd
PRO
55
12k
4 Signs Your Business is Dying
shpigford
186
22k
Visualization
eitanlees
150
16k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
46
2.6k
Measuring & Analyzing Core Web Vitals
bluesmoon
9
710
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
7.9k
Transcript
Re-architecting Applications (Without a Rewrite!) @danlew42
architecture: the structure and design of a system or product
None
None
None
None
None
“Model-View- Controller is the best thing since sliced bread.” ~Evil
Dan Lew
“OMG, I’m switching to MVC ASAP!” ~You Stability Some New
Architecture
Danger • Pure architectures require fresh code • Rewrites always
take longer than expected • Old code == battle tested • Expectations may not match reality
Goals • Introduce new architectures to existing codebase • Push
releases while re-architecting codebase
None
</Housing Metaphors>
Goal #1: Introduce new architectures to existing codebase
Re-Architecting Safely • Prevent overly ambitious rewrites • Prevent regrettable
architecture choices • Steps • Explore • Experiment • Expand • Embrace
Explore • What is the problem? • Define goals •
Define constraints • What are the solutions? • Brainstorm • Research
Experiment • Pick a project • Minimize work • Small
project • Simplified implementations • Minimize damage • Self-contained project • Unimportant project
Expand • Run more experiments • Pick projects wisely •
Use architecture in new ways • Pick hardest problems • Stretch architecture to limits
Embrace • Write all new code with new architecture •
Deprecate old architecture • Delete old code (optional)
Disclaimer Not an exact science
Goal #2: Push releases while re-architecting codebase
Can’t simultaneously use old and new architecture Can’t keep releasing
Old New Old + New
Parallel Development
Decouple Code BAD GOOD
Feature Flags
Shims
Shims
Offline Mode A parallel development success story
Online Only Offline Enabled
Decoupling Services Before After
Feature Flags
Shims Before After
Offline Mode • Project length: 1.5 years • Never stopped
releasing • Minimal UI changes • Gradual experimentation via flags • Switched over without anyone noticing • https://tech.trello.com/sync-architecture/
Failures With real life examples!
Explore Failures • Architecting with no purpose • Navi •
Choosing new and shiny without understanding • RxJava
Experiment Failures • Making the experiment too large • JavaScript:
The Good Parts • Not recognizing a failed experiment • Operations
Expand Failures • Choosing only easy problems • Identifiers •
Not recognizing a failed corner case • RxLifecycle
Embrace Failures • Continuing to expend effort on old architecture
• Fresh boards
Pet Peeve Telling everyone about an architecture before proving it
out!
Current Architecture Thoughts
Omni Models • Single model • Deserialized from JSON •
Written to ORM • Used by UI • Problems • Which fields are present? • How do we avoid mutability issues?
Domain-specific models • ApiModel • Only used when talking to
server • DbModel • Mutable, flexible • UiModel • Immutable, guarantees values • ApiModel <-> DbModel <-> UiModel
Unidirectional Architecture
Thanks for listening! @danlew42