InfoQ Homepage Collaboration Content on InfoQ
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Challenges and Solutions for Building Machine Learning Systems
According to Camilla Montonen, the challenges of building machine learning systems are mostly creating and maintaining the model. MLOps platforms and solutions contain components needed to build machine systems. MLOps is not about the tools; it is a culture and a set of practices. Montonen suggests that we should bridge the divide between practices of data science and machine learning engineering.
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Catalyzing Change in Software Organizations: Find Allies, Invite People, and Sustain Engagement
Much of the change we experience in software organizations is coercive. Software engineers, architects, and people in software engineering management roles feel they cannot spark change without formal authority, Eb Ikonne mentioned at QCon London 2024. To catalyze change, he suggested identifying allies, inviting people to participate in the change, and sustaining engagement through storytelling.
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How Technology Can Drive Culture Change in Software Organisations
Technological improvements like containers, VMs, infrastructure-as-code, software-defined-networking, collaborative version control, and CI/CD can make it possible to fix cultural issues around organisational dynamics and bad product delivery. According to Nigel Kersten, software leaders should leverage tech to create positive changes in organisational dynamics and relationships between teams.
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Enabling Software Platform Adoption with Self-Service and User Engagement
In order to scale a platform, it has to become a self-service product with software engineers and managers engaged, taking advantage of new technologies. A stakeholder engagement program was established with senior engineers and managers across the company, explaining how the new tools can increase developers' productivity and team velocity.
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The Impact of Testing in Software Teams
Communicating quality gaps, holding space for good testing, and writing automation are some of the ways that testers contribute to software teams. According to Maaret Pyhäjärvi, we need to think about testing, not testers. Collaboration and having conversations between team members can result in valuable impact that changes the product and the experiences of our users.
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How to Prevent and Repay Technical Debt: What Teams, Tech Leads and Managers Can Do
Tech leads, project managers, and managers can prevent technical debt by giving software developers more time; in addition, they can plan for spare time and refactoring sprints to allow teams to improve code. To prioritise technical debt, development teams can show how much time we can save if we invest, and how complicated the software will become in the future if we don’t repay technical debt.
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Why Stable Software Teams Aren't Always Best: Self-Selection Reteaming at Redgate
There are advantages to having the same group of people stay together, especially in achieving a time-bound software development project. However, in a world where we increasingly see product or stream-aligned teams who own long-living software from creation through to delivery, operation, and ongoing improvements, then optimising for very stable teams is not the best idea, Chris Smith argues.
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How Playing Games Enables Engaging Ways of Learning Agility
Games can help us create a collaborative, joyful, and fun experience in which we play to solve complex problems. According to Jakub Perlak, people can play games that have a meaningful purpose, and have fun in doing so. Games create space for intentional cognitive activity which helps us when learning something new and adapting to changes that are important for agility.
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Things We Tend to Overlook Going from Architecture to Release
People tend to overlook things when developing a new software product or service because they don’t have to think about them on a daily basis. Companies should create an environment where everyone can express their opinion and concerns and encourage bringing up questions to explore different angles and increase understanding.
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System Initiative Software Goes Open Source; Aims to Model and Automate Infrastructure Management
System Initiative, a customizable power tool, recently open-sourced all of its software under the Apache License 2.0. The release of System Initiative's software to the open-source community aims at improving the DevOps landscape, with a specific emphasis on simulating the user’s infrastructure and using it to manage real-world systems.
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Benefits of Doing Remote Mob Programming in a High Stakes Environment
A new team that needed to work remotely in a high-stakes environment decided to try out mob programming. It helped them to quickly go through forming-storming-norming-performing. With mobbing, the team learned new technologies, found solutions for dealing with others in stressful situations, and discovered how to work effectively together remotely.
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A Collaborative Approach to Web Applications Accessibility
Developers and designers can work together to share knowledge and experience when working on creating accessible applications. Accessibility issues can be treated as any other bug, something that needs to be solved first. Accessibility should be embraced as something very serious and important to society, and approached as a business opportunity.
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Handling Conflicts by Dealing with Emotions
Emotions are at the heart of conflicts, influencing their initiation, escalation and dynamics. Effectively managing your own emotions and understanding those of others can greatly impact the outcome of a conflict. Two steps to be taken are to label emotions, and take control and determine which emotion you want to focus on.
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Navigating Open Source Integration through a DevOps Lens
Taking a DevOps perspective on open source can help to incorporate an OSS project into your environment. DevOps engineers are comfortable with using third-party integrations, and they align with the open source mindset of breaking down barriers between different groups and promoting teamwork.
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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.