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
Andrew Godwin
April 10, 2015
Programming
0
300
What can programmers learn from pilots?
A talk I gave at PyCon US 2015
Andrew Godwin
April 10, 2015
Tweet
Share
More Decks by Andrew Godwin
See All by Andrew Godwin
Reconciling Everything
andrewgodwin
1
310
Django Through The Years
andrewgodwin
0
200
Writing Maintainable Software At Scale
andrewgodwin
0
440
A Newcomer's Guide To Airflow's Architecture
andrewgodwin
0
350
Async, Python, and the Future
andrewgodwin
2
660
How To Break Django: With Async
andrewgodwin
1
730
Taking Django's ORM Async
andrewgodwin
0
720
The Long Road To Asynchrony
andrewgodwin
0
660
The Scientist & The Engineer
andrewgodwin
1
760
Other Decks in Programming
See All in Programming
初学者でも今すぐできる、Claude Codeの生産性を10倍上げるTips
s4yuba
16
12k
ふつうの技術スタックでアート作品を作ってみる
akira888
1
1.2k
「App Intent」よくわからんけどすごい!
rinngo0302
1
100
The Evolution of Enterprise Java with Jakarta EE 11 and Beyond
ivargrimstad
0
180
GPUを計算資源として使おう!
primenumber
1
210
Porting a visionOS App to Android XR
akkeylab
0
660
Agentic Coding: The Future of Software Development with Agents
mitsuhiko
0
120
Startups on Rails in Past, Present and Future–Irina Nazarova, RailsConf 2025
irinanazarova
0
210
型で語るカタ
irof
0
600
AI Agent 時代のソフトウェア開発を支える AWS Cloud Development Kit (CDK)
konokenj
6
720
はじめてのWeb API体験 ー 飲食店検索アプリを作ろうー
akinko_0915
0
140
Git Sync を超える!OSS で実現する CDK Pull 型デプロイ / Deploying CDK with PipeCD in Pull-style
tkikuc
4
300
Featured
See All Featured
Art, The Web, and Tiny UX
lynnandtonic
299
21k
Building Applications with DynamoDB
mza
95
6.5k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
251
21k
What's in a price? How to price your products and services
michaelherold
246
12k
Reflections from 52 weeks, 52 projects
jeffersonlam
351
21k
Music & Morning Musume
bryan
46
6.7k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.8k
The Art of Programming - Codeland 2020
erikaheidi
54
13k
How to train your dragon (web standard)
notwaldorf
96
6.1k
Build your cross-platform service in a week with App Engine
jlugia
231
18k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
667
120k
Faster Mobile Websites
deanohume
307
31k
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