Tamás Bazsonyi
Engineering Velocity in the Age of AI: Lessons from Mobile CI/CD
#1about 1 minute
Calculating the business value of faster CI/CD builds
A cost-benefit analysis shows how a 20-minute reduction in build time can save a 10-person team up to €250,000 annually.
#2about 3 minutes
Using AI to identify pipeline optimization opportunities
An AI assistant analyzes a project's CI/CD setup and suggests three key areas for improvement: parallelization, caching, and workflow splitting.
#3about 4 minutes
Improving build speed with Gradle parallelization
Enabling the Gradle parallel flag significantly reduces build times, especially when paired with larger virtual machines that can handle the increased CPU load.
#4about 6 minutes
Implementing remote and dependency build caching
Using a co-located remote build cache can improve build times by up to 95% in ideal scenarios by reusing previously generated outputs.
#5about 4 minutes
Analyzing and debugging build cache performance
Use critical path analysis and diagnostic builds to identify cache misses and optimize task cachability for better performance.
#6about 3 minutes
Accelerating tests by parallelizing workflows and sharding
Splitting test suites into parallel shards and using distributed test execution can dramatically reduce the total time spent on testing.
#7about 2 minutes
Exploring other AI use cases in the development lifecycle
Beyond CI/CD optimization, AI can also be used to automate code reviews and act as a debugging assistant by analyzing logs and suggesting solutions.
Related jobs
Jobs that call for the skills explored in this talk.
Matching moments
18:05 MIN
Using AI to accelerate the modernization process
Crew Management System for Airlines: Plan duties for pilots & flight attendants worldwide
04:44 MIN
Using AI to boost developer productivity at Mercedes-Benz
Beyond the Hype: Real-World AI Strategies Panel
02:38 MIN
Understanding AI's dual impact on developer productivity
Navigating the AI Revolution in Software Development
03:44 MIN
Using AI to improve the entire development process
Breaking Silos: Successful Collaboration Between Tech & Business Teams in Complex Enterprise Systems
27:10 MIN
Implementing generative AI in development teams effectively
Exploring LLMs across clouds
39:20 MIN
Using AI to manage legacy code and technical debt
Transforming Software Development: The Role of AI and Developer Tools
11:39 MIN
Applying AI across the software development lifecycle
Agentic DevOps: How AI-Powered Automation Transforms Software Delivery on GitHub and Azure
08:10 MIN
AI's impact on developer efficiency and market value
Panel: How AI is changing the world of work
Featured Partners
Related Videos
28:09The AI-Ready Stack: Rethinking the Engineering Org of the Future
Jan Oberhauser, Mirko Novakovic, Alex Laubscher & Keno Dreßel
31:39Livecoding with AI
Rainer Stropek
25:34Engineering Productivity: Cutting Through the AI Noise
Himanshu Vasishth, Mindaugas Mozūras, Jackie Brosamer & Lukas Pfeiffer
27:33AI-Augmented DevOps with Platform Engineering
Romano Roth
39:11Agents for the Sake of Happiness
Thomas Dohmke
26:38State of DevEx 2025: Navigating the AI Revolution and Developer Experience
Andrew Boyagi
54:46Navigating the AI Wave in DevOps
Raz Cohen
28:53Agentic DevOps: How AI-Powered Automation Transforms Software Delivery on GitHub and Azure
Mike
Related Articles
View all articles
From learning to earning
Jobs that call for the skills explored in this talk.
AI & Embedded ML Engineer (Real-Time Edge Optimization)
autonomous-teaming
Canton of Toulouse-5, France
Remote
C++
GIT
Linux
Python
+1
AI & Embedded ML Engineer (Real-Time Edge Optimization)
autonomous-teaming
München, Germany
Remote
C++
GIT
Linux
Python
+1
Agentic AI & Automation Solutions Developer
Siemens AG
Mannheim, Germany
ETL
Azure
DevOps
Python
Data analysis
+2
Remote AI Software Engineer - Flexible, High-Impact Coding
Taskify AI
Municipality of Madrid, Spain
€60K
Junior
Machine Learning Evaluation Engineer (Agentic Mobile App Generator)
JetBrains
Amsterdam, Netherlands
Intermediate
Java
Swift
Python
Kotlin
low-code
+2