Thoughtworks Technology Radar Delves Into Generative AI as Catalyst for Software Development Process and Productivity
- Generative AI offers opportunities for organizations to revolutionize operations and deliver extraordinary impact to customers.
- AI-assisted software development tools like Github Copilot and Codeium are set to change the way developers write code.
- Trends in self-hosted LLMs and LLM-powered autonomous agents point towards greater customization and control with GenAI.
- Remote ways of working are becoming more mature and stable as teams adapt to remote or hybrid environments.
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Far from replacing software developers, Thoughtworks has found that GenAI can provide support across many different facets of the software delivery process. With tooling here maturing, reflected in a number of related tools in this edition of the Radar moving from “Assess” to “Trial”, there are a wealth of opportunities for organizations to explore. However, as with previous advances in tech — cloud, continuous delivery, IoT — focus is recommended on the responsible application of generative AI and the way it is integrated into processes across the enterprise.
“Generative AI is reshaping all kinds of knowledge work, including creating and delivering software solutions faster, better and at lower cost with AI-driven tools and techniques,” said Rachel Laycock, Chief Technology Officer, Thoughtworks. “This game-changing technology offers our clients the opportunity to revolutionize their internal operations, allowing for greater overall efficiency, innovation at scale and the delivery of extraordinary impact to their customers.”
Highlighted themes in Technology Radar Vol. 29 include:
- AI-assisted software development: Tools such as Github Copilot, Codeium and Tabnine are set to have an impact on the way software developers think about writing code. However, one key point of consideration is how AI can be used for tasks beyond coding, such as writing user stories.
- How productive is measuring productivity? Measuring productivity in the sphere of software development isn't a new concern (Thoughtworks Chief Scientist Martin Fowler wrote about it 20 years ago). A number of tools, such as DX DevEX 360, aim to improve the developer experience and point the way forward for supporting developer productivity.
- A large number of LLMs: While the space is largely defined by the contributions of a handful of key players — OpenAI’s ChatGPT, Google's Bard, Meta's LLaMA — of particular interest are trends such as self-hosted LLMs and LLM-powered autonomous agents which point towards greater customization and control over what can be done with GenAI.
- Remote delivery workarounds mature: It's clear that remote ways of working are now here to stay. Fortunately, we've seen a number of tools and techniques — such as remote event storming — that suggest we're beginning to see more maturity and stability as teams get used to working in a remote or hybrid manner.
Visit www.thoughtworks.com/radar to explore the interactive version of the Radar or download the PDF version.
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About Thoughtworks
Thoughtworks is a global technology consultancy that integrates strategy, design and engineering to drive digital innovation. We are over 11,500 people strong across 51 offices in 18 countries. For 30 years, we’ve delivered extraordinary impact together with our clients by helping them solve complex business problems with technology as the differentiator.
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Source: Thoughtworks
