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The Challenges of AI Product Development
Developing artificial intelligence (AI) products involves creating models and feeding data to train them, testing the models, and deploying them. Software engineers can support the adoption of AI and machine learning (ML) in companies by building an understanding of the technologies, encouraging experimentation, and ensuring compliance with regulations and ethical standards.
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Cultivating Professional Relationships in Remote Teams
Sumeet Moghe, author of The Async-First Playbook, recently wrote about building cohesive professional relationships in teams. Similarly, Laurie Barth, senior software engineer at Netflix, has written about the use of intentional communication in making remote teams effective. We report on a number of techniques that they have shared for cultivating professional cohesion in remote teams.
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Building a Lifelong Technical Career in Software Development
Technical experience matters because it adds to the value chain. In engineering companies, the technical knowledge accumulated by people over many years can provide the basis for the next generation of products and projects. Sven Reimers spoke about building a lifelong technical career in software development at QCon London 2023.
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Why Your Workloads Do Not Run on Renewable Energy (Yet) and What to Do about it
Renewable energy is an important step on the way to fight climate change. The energy produced by burning fossil resources is one of the main drivers of carbon emissions. But running a datacenter on renewable energy all the time is difficult. Usually - with only a few exceptions - your workloads do not run on renewable energy.
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Building Cyber-Physical Systems with Agile: Learnings from QCon New York
In her QCon New York 2023 talk Success Patterns for building Cyber-Physical Systems with Agile, Robin Yeman explored how we can use agile practices at scale for large initiatives with multiple teams, building cyber-physical safety-critical systems with a scope that includes software, firmware, and hardware development.
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Sustainable Software Systems Using Circular Economy Principles
The circular economy is a framework that aims to keep products and materials in use for as long as possible, reducing waste and pollution, and regenerating natural systems. As practitioners or change enablers, we can support sustainable product development using concepts from the circular economy in our daily work.
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Approaches and Techniques to Break Down Silos: Learnings from QCon New York
At QCon New York 2023, Emily Webber presented Bridging Silos and Overcoming Collaboration Antipatterns in Multidisciplinary Organisations, where she showed a worrying trend in the industry of specialisation and silos at the expense of collaboration, shared responsibility, and valuable outcomes. She shared some approaches and techniques to break silos down to work together better.
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A Culture of Continuous Experimentation: Learnings from QCon New York
At QCon New York 2023, Sarah Aslanifar presented Building a Culture of Continuous Experimentation. She showed how fostering a culture of continuous experimentation and leveraging the principle of continuous learning can drive efficiency, eliminate waste, and improve product outcomes.
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Testing across a Large Number of Inputs with Property-Based Testing
Property-based testing is an approach that involves specifying statements that should always be true, rather than relying on specific examples. It enables you to test functions across a large number of inputs with fewer tests. Every run of a property-based test will use different inputs, which can give you confidence your code works in a general case.
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Descaling for Delivery and Using AI to Enhance Software Development: Learnings from QCon New York
The track Optimizing Teams for Fast Flow - Surviving in the Post-agile Aftermath at QCon New York 2023 comprised two talks in the morning that went into replacing an agile process with engineering and conversational software delivery using AI.
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Being an Agent of Change for Others and Yourself
Everyone can be an agent of change, even with small contributions. You can also be an agent of change for yourself by focusing on what you can control. Knowing why to change matters, and exploring it you may find out that it’s not the time yet to make a change.
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Challenges and Skills for Staff+ Engineering, Learnings from QCon New York
The QCon New York 2023 track Staff+ Engineering: New Skills, New Challenges comprised four talks that went into decisions with buy-in, growing people, the art of staff+, and deciding between individual contributions and leading people.
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Considering Remote Mob Programming in a High Stakes Environment
Remote mob programming helped a team in a high-stakes environment to be resilient, work under pressure, and deliver successfully. Setting expectations on the first call and being serious about the reasons for doing mob programming ensured that the team kept doing it.
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Treat Your CI System as a Product for Faster and Better Feedback
Improving the feedback time of a continuous integration (CI) system and optimizing the test methods and classes resulted in more effective feedback for development teams. CI systems are an important part of the development process and should be treated as such.
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How Resilience Can Help to Get Better at Resolving Incidents
Applying resilience throughout the incident lifecycle by taking a holistic look at the sociotechnical system can help to turn incidents into learning opportunities. Resilience can help folks get better at resolving incidents and improve collaboration. It can also give organizations time to realize their plans.