Back office ops · Production
Swimm Report: The State of Developer Knowledge Sharing 2024
The problem
Ninety-nine percent of developers say their organization is not great at knowledge sharing, and developers believe their productivity could improve by more than 50%. Managers know that important knowledge is lost when key developers move on.
Workflow diagram · grounded in source
1
Codebase and standards analysis
ai_action
“Swimm analyzes your codebase, business logic, and standards giving developers a knowledge sharing chat contextualized to the specifics of your organization”
2
Contextualized knowledge chat
output
“giving developers a knowledge sharing chat contextualized to the specifics of your organization”
Reported outcome
(not stated)
Reported metrics
Developers saying org isn't great at knowledge sharing99%
Potential developer productivity improvement>50%
Organizations excelling at knowledge sharing1%
organizations planning to use AI for knowledge sharing99%
Show all 5 reported metrics
developers saying org isn't great at knowledge sharing99%
potential developer productivity improvement>50%
organizations excelling at knowledge sharing1%
organizations planning to use AI for knowledge sharing99%
organizations already experimenting with AI tools30%
Reported stack
Swimm
Source
https://swimm.io/resources/downloadables/the-state-of-developer-knowledge-sharing
Read source ↗Frequently asked questions
What did this team achieve with this AI workflow?
(not stated)
What tools did this team use?
Swimm.
What results were reported?
Developers saying org isn't great at knowledge sharing: 99%; Potential developer productivity improvement: >50%; Organizations excelling at knowledge sharing: 1%; organizations planning to use AI for knowledge sharing: 99% (source-reported, not independently verified).
How is this back office ops AI workflow structured?
Codebase and standards analysis → Contextualized knowledge chat.