The software industry is surrounded by complexity, with new solutions to old problems appearing daily. Creators of software constantly face questions about how to best navigate changing technology tides while still building their “ships”. Building these ships, or building software, requires picking challenges and making sensible technical choices to move fast without compromising stability.
In this talk, GitHub’s Senior Director of Infrastructure Engineering, Sam Lambert, will explore how GitHub steers its ship—the world’s largest software host serving over 11M users—on top of stable, proven systems and services. He’ll speak specifically about how these practices can be translated to any type of software creation by focusing on:
The importance of pragmatism during building and maintaining software systems.
How a company like GitHub moves fast and breaks as little as possible by carefully choosing what problems to tackle.
The role new technologies can play in informing decisions and approaches around what problems to solve.
The importance of pragmatism when building and maintaining systems
Tech![](/sites/default/files/2020-07/diagonal-green.png)
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![Nimisha Asthagiri](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-12/Nimisha Asthagiri_0.png)
![sherif-koussa](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-08/Sherif Koussa.png)
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Scaling engineering in tough times
![Tim Howes](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-08/Tim Howes (1).png)
Outages are coming for you
![Matthew Hawthorne](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2023-08/Matthew Hawthorne.png)
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Getting your engineers on board with observability
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![Tiani Jones](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-07/Webinar treated images (1).png)
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Building a successful and sustainable CI/CD pipeline
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![Eric Rabinovich](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-11/Eric Rabinovich_0.png)
Making ‘Big Changes’ Successfully
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Forging the path to faster shipping in enterprise orgs
When planning long-term, favor accuracy over precision
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Best practice for seamless product integration
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![Silvia Botros](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/SilviaBotros400x400.jpeg)
Sourcing the perfect product for your team
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![Cisco Vila](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-05/Webinar treated images (3) (1).png)
Laying the foundations for a successful build
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![Jennifer Voss](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-05/Webinar treated images (5) (1).png)
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A terrible, horrible, no-good, very bad day at Slack
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Serverless is the new LAMP stack
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Living with legacy: landing boring change smoothly
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Fostering a sustainable scaling strategy
![Yony Feng](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-08/Yony Feng Blue.png)
![Cal Henderson](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-05/Cal Henderson.png)
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Accelerating the journey from monolith to microservices
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Weighing up the pros and cons of build vs buy
Reliability and more: preventing a crisis in engineering production
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Driving inclusion with explainable artificial intelligence
![Carla Vieira](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2022-08/Carla Vieira.png)
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Carving a modern engineering org out of an enterprise
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![Aubrey Stearn](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-04/Aubrey.png)
Strategies for inclusive product design
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![Suzan Bond](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-02/Suzan Bond.png)
The migration trap in software engineering
![Jai](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2022-02/More article contributors.png)
The thin line between technology advocacy and ideology
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To build, or to buy, that is the question
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How to fix a terrible on-call system
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Designing for money and happiness in large-scale open source
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Five ways data make engineering teams stronger
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Carbon proxies: measuring the greenness of your application
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Four key metrics for measuring DevOps success
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Measuring and improving the efficiency of software delivery
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![Siva Hota](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-02/Sive Hota.png)
Managing technical risk
![Kevin Stewart](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/KevinStewert400x400 (1).jpg)
Conversations you need to have before moving from monoliths to microservices
![Michael Winslow](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-02/Michael Winslow.png)
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Creating technology products that your customers love
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![Suzan Bond](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-02/Suzan Bond.png)
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Cheerful deployments with CI/CD pipelines
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Learnings from 'Tackling technical debt'
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Learnings from 'Managing complexity at scale'
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ICON Framework: Creating Value From Machine Learning
![Banjo](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-01/400x400 BANJO.png)
A tour of decisions in event-driven architecture
![Duana Stanley](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-12/Duana Stanley.png)
What VCs want us to know as technical leaders
![Meri Williams](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-01/Meri Williams.png)
![Eileen Burbidge](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-12/400x400 PINK Contributor treated images (22) (1).png)
Creating, defining, and refining an effective tech strategy
![Anna Shipman](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-12/Anna Shipman.png)
![Randy Shoup](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-12/Randy Shoup.png)
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Embracing simplicity in your engineering team
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Streamlining the management of multiple websites and apps
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![Peter Schiepl](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-12/400x400 PINK Contributor treated images (24) (1).png)
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Evaluating when it’s time to tackle technical debt
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![Rodney Cobb](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2022-12/Rodney Cobb.png)
Gathering requirements: techniques for building a solid backlog
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Delivering frontend experiences safely and continuously
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Getting GitOps right
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Learnings from 'Maintaining speed while minimizing risk'
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Building realistic roadmaps for tech debt cleanup
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Achieving speed and quality without sacrifice in engineering
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Measuring app stability to reduce technical debt
![James Smith](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-12/400x400 PINK Contributor treated images (27) (1).png)
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Implementing a plan to clean up technical debt
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Scaling held knowledge to unblock teams and untangle software complexity
![Ben Picolo](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-11/Ben Picolo.png)
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How to unify speed and quality in software engineering
![Mike San Roman](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-11/400x400 PINK Contributor treated images(18).png)
Writing accessible code
![Julia Ferraioli](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-11/Julia Ferraioli.png)
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Working in public: Nadia Eghbal in conversation
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![Suzan Bond](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-02/Suzan Bond.png)
How to adapt your UI testing strategy to your product's stage
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Accessibility from the start
![Diana Macias](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-09/diana macias.png)
A primer on engineering delivery metrics
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Better Allies: Karen Catlin in conversation
![Karen Catlin](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-09/KarenCatlin (1).png)
![Suzan Bond](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-02/Suzan Bond.png)
Hypothesis-driven development
![Rod Begbie](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/Rod Begbie cutout_0.png)
How demand shaping can reduce the carbon cost of our applications
![Asim Hussain](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/63.png)
The problem with "the platform"
![Kevin Stewart](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/KevinStewert400x400 (1).jpg)
Changing attitudes toward legacy code
![Nelida Velazquez](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2022-07/Nelida Velazquez.png)
![Jack Franklin](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2022-09/Jack Franklin.png)
Supporting employees through redundancies and business closures
![Nebojša Miletić](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/NebojsaMiletic400x400 (1).jpg)
Living without pre-production environments
![nicky](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-08/400x400 BLUE Contributor treated images (3).png)
How simplifying software can save your engineering teams' time
![Waheed El Miladi](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-01/Waheed El Miladi.png)
The Boring Stack
![Nolan Frausto photo](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/Nolan Frausto cutout.png)
Scaling at the speed of COVID-19: lessons from the front lines of virtual healthcare
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Avoiding the pitfalls of rebuilding software
![Jai](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2022-02/More article contributors.png)
![Bryan Liles](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2020-08/Bryan-Liles-400x400.jpg)
Building and conveying vision
![Kevin Goldsmith](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2024-02/Kevin Goldsmith_0.png)
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Tradeoffs on the road to observability
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Avoiding “shiny object” syndrome when building software
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Investing in your accessibility workflow
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Lessons for frontend development at scale
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Handling security issues as an engineering team
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Using an 'architectural North Star' to align your engineering team with your organization
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The benefits of delivering imperfect software
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Introduction to functional programming
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Mobile development 10 years on: native vs. cross-platform
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Shor's algorithm and how to avoid oncoming catastrophes
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Building a culture of security for your infrastructure teams
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Navigating front-end architecture like a Neopian
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The possibility of AI-powered Javascript apps
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Rejecting the black box: examining the implications and practicalities of testing AI
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Identifying and articulating the role of AI in your software design process
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Principles for managing product quality
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The future of cross-platform is native
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Using observability to detangle and understand production
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Designing software to maximize developer productivity
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Breaking down our understanding of system resilience
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Documenting and communicating architectural decisions
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Vault and Security as a Service
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Dealing with deprecated codebases
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Case studies in building microservices
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Intro to test-driven development
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An intro to functional programming
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Strategies to Edit Production Data
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The Container Operator's Manual
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Developing Single Page Apps in mid-sized companies
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Legacy code: Big Rewrite or Progressive Rejuvenation?
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Everything You Need to Know About OpenAPI 3.0 in Ten Minutes or Less
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Traps on the Path to Microservices
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Better Incident Management to Reduce MTTR
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Universal Apps: Architecture for the Modern Web
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Creating Architecture and Teams at Less-than-Google Scale
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Traps on the Path to Microservices
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Improving Reliability with Error Budgets and Site Reliability Engineering
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Planning, executing, and landing refactoring
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Starting, executing, and landing big rewrites
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The challenges and rewards of distributed teams
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How to build a fully serverless application
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What engineering leaders need to know about blockchain
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Creating observable microservices
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Building Tech for the Non-Technical
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Telling stories through your commits
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The journey from monolith to microservices
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Writing Modular CSS with CSS modules
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The technical journey to microservices
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Building replicable dev environments with Docker
![GRAHAM GILCHRIST](https://res.cloudinary.com/leaddev/image/upload/q_100,c_fill,g_auto:classic,e_sharpen,h_100,w_100/staging/sites/default/files/contributors/2021-01/400x400 PINK Contributor treated images (1).png)
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