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
What can programmers learn from pilots?
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
Andrew Godwin
April 10, 2015
Programming
360
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
What can programmers learn from pilots?
A talk I gave at PyCon US 2015
Andrew Godwin
April 10, 2015
More Decks by Andrew Godwin
See All by Andrew Godwin
Reconciling Everything
andrewgodwin
1
410
Django Through The Years
andrewgodwin
0
330
Writing Maintainable Software At Scale
andrewgodwin
0
540
A Newcomer's Guide To Airflow's Architecture
andrewgodwin
0
430
Async, Python, and the Future
andrewgodwin
2
750
How To Break Django: With Async
andrewgodwin
1
840
Taking Django's ORM Async
andrewgodwin
0
860
The Long Road To Asynchrony
andrewgodwin
0
780
The Scientist & The Engineer
andrewgodwin
1
860
Other Decks in Programming
See All in Programming
{ Android | Kotlin } Gradle Plugin in 2026
ryunen344
1
290
「AI時代、配布するPythonコードをどう守るか: 難読化の実験と判断軸」 #PyconJP2026
pkshadeck
PRO
2
170
数年滞っていたダークモード対応をおよそ2週間で完了させる
chigichan24
0
680
Go を使い始めて 2 ヶ月の学び / My first two months with Go
contour_gara
0
420
異なる設計思想のフレームワークを経験して得た学び
amekuhideki
2
1.5k
AWS DevOps Agentで インシデント対応をAIに任せたい
honmarkhunt
6
2.3k
PyConJP2026_wat_Python × Signal Processing: How to Draw Pictures with Sound Using Spectrogram Art
wat
0
670
Hello, Hiroshima Geospatial Data! — Exploring DoboX with Python
ra0kley
0
170
Building an Out-of-Order CPU
latte72
0
690
Laravelのアプリケーションをどこにデプロイするか #ツナギメオフライン.9
akase244
0
120
片田舎のおっさん、 Swift Buildのダイアモンド問題解決の不具合修正PRを出すが、解決方法がキャッシュをしないようにすることであり、ビルド時間が伸びると言われてマージされないので高速化もする/swiftbuild
yimajo
0
360
Swift愛好会100回記念 第1回を振り返る
jollyjoester
0
120
Featured
See All Featured
Making Projects Easy
brettharned
120
6.7k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
2.1k
Design in an AI World
tapps
1
300
ラッコキーワード サービス紹介資料
rakko
1
4.8M
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
rkaga
63
45k
Designing for Timeless Needs
cassininazir
1
470
How to make the Groovebox
asonas
2
2.4k
Code Reviewing Like a Champion
maltzj
528
40k
VelocityConf: Rendering Performance Case Studies
addyosmani
331
25k
Fireside Chat
paigeccino
42
4k
What the history of the web can teach us about the future of AI
inesmontani
PRO
1
680
Measuring & Analyzing Core Web Vitals
bluesmoon
9
990
Transcript
Andrew Godwin @andrewgodwin Programmers LEARN FROM WHAT CAN Pilots?
Andrew Godwin Hi, I'm Author of 1.7 Django & South
migrations Senior Software Engineer at Really likes cheese FAA & EASA PPL, working on IR
flickr.com/photos/russss/16735398019/
Learning about aviation Applying lessons to coding 1 2
Commercial flying is very safe AIRLINES GA 0.2 11.2 CARS/TRUCKS
0.53 MOTORCYCLES 15.6 Source: 2005 Nall report, 2004 NHTSA stats, 1991-2000 FAA stats, 40mph avg. road speed (fatal accidents per million hours) General aviation is still not bad
Pilot Source: 2005 Nall report Mechanical Other 76% 16% 9%
GA ACCIDENT CAUSES
COMMON CAUSES Controlled flight into terrain (CFIT) Disorientation in clouds
(VFR in IMC) Bad decision making (get-there-itis)
WHY DO I KNOW THIS? Detailed investigation of every accident
HOW DOES IT HELP US? Let's look at common problems
Soft Failure Explicit disengage signals Covering inaccurate instruments Replacing parts
at first sign of issues
Soft Failure Crash hard on any serious error Redundancy, not
single system reliability Freedom to get rid of servers whenever
Noisy Warnings Limited number of warning sounds Clear, unambiguous text
& speech No constant low-level warnings
Noisy Warnings Don't email/notify on every tiny error Choose 5
top errors, solve them first If you ignore it for a week, delete the warning
Poor Testing Every part tested to destruction Well known statistical
limits Knowing when, not if, things fail
Image: © Boeing 2010
Poor Testing Test latency, memory issues, dodgy network and other
unusual things Interactions are as important as individual units
Automation Reliance Tested without autopilot/instruments Plane usually advises, rarely controls
Easy to see what's happening and why
flickr.com/photos/wkharmon/4631001766
Automation Reliance Don't rely on magical automatic failover Regularly practice
manual recovery steps Know what your systems are doing
People Reliance Checklists for everything Warnings built around common assumptions
Reduce workload at critical times
None
People Reliance Checklists for releases/testing/onboarding Automate common tasks Reduce workload
at critical times
Bad Priorities Aviate, Navigate, Communicate Minimum Equipment Lists Mayday priority
Minimum Equipment Quiz Passenger video screens Lavatory ashtrays Air conditioning
Fuel recepticle caps Seatbelt signs Weather radar
Minimum Equipment Quiz Passenger video screens Lavatory ashtrays Air conditioning
Fuel recepticle caps Seatbelt signs Weather radar
Margaret Hamilton
Bad Priorities What are your critical features? What can you
do without? Know what you want to fix first and test most
Unclear Responsibility Single person always in command Others are always
listened to Clear, concise communication
Unclear Responsibility Single person makes key decisions Others are always
listened to Clear specifications and expectations
Blame Culture There is never a single cause of an
accident Individual problems identified and addressed Blaming someone solves nothing
Blame Culture There is never a single cause of a
problem Work back and find all of the bad factors Blaming people makes things worse
Deadlines Always carry extra fuel Always have an alternate Land
safely rather than at the destination
Deadlines Don't schedule everyone at maximum Always expect unknown problems
Ship good code rather than to a deadline
Takeaways
Checklists First step before automation
Filter unimportant errors Keep ignoring it? It's not important.
Pick your key features Don't worry about breaking minor stuff
Reward good decisions It's often not the people staying late
Ops are like pilots Boredom punctuated by moments of terror
Thanks. Andrew Godwin @andrewgodwin eventbrite.com/jobs