AI and machine learning (ML) are no longer just emerging trends; they’re driving real change across the enterprise world. However, approaching AI & ML integration without a well-defined strategy can result in wasted time, resources, and missed opportunities. To ensure success, you must begin with a clear vision of your goals. What problem are you solving? What value will AI …
RAG Architecture Pattern Explained
In the software development space, RAG solutions are being used to enhance productivity and streamline processes. By indexing and searching the entire codebase of a project, these solutions provide relevant, context-aware results from an LLM. Instead of simply suggesting code snippets, RAG-based tools can analyze and generate entire use case implementations across multiple programming languages. The result is a significant boost in productivity, enabling software teams to work faster and more efficiently.
The Evolution of Python: Powering AI and Enterprise Solutions
Parts of this blog, including the code examples and architecture frameworks, were generated using Keyhole Software’s EnterpriseGPT web client—an open-source tool that empowers organizations to deploy user-friendly chatbot solutions with ease. Interested in exploring further? Contact our team, and we’d be happy to provide credentials for you to try it out. The Rise of Python and Other Languages We’ve seen …
Gen AI in the Enterprise with Amir Elion
Another great episode this time featuring the CEO of Think Big Leaders and innovation enthusiast, Amir Elion. Amir has worked with clients of all sizes, from all industries, on many different sides of business. His bread and butter is helping teams hone strategy, transform processes, and expand perspectives to find success in the ever-changing technological landscape.
Now, at Think Big Leaders, Amir is using his expertise to help companies successfully adopt and innovate with Generatvie AI. He works with clients on how to leverage AI for their specific user base and product portfolios. As a part of Think Big Leaders, he has also developed more general workshops and courses that can be applied to a wide range of different business types and situations.
Amir’s perspective on Gen AI is exciting, and his breadth of experience provides valuable insight. What are you doing to leverage AI in your processes today?
Legacy Code Automation with AI: Building a Solution
This blog post serves as a thought experiment, delving into potential solutions for a pattern I have noticed on projects throughout my career. As a consultant, I work with many companies, each with unique ways of organizing and handling software development. However, throughout my career at Keyhole and elsewhere, I’ve noticed something that seems to be consistent across all dev teams: the existence of legacy code.
Legacy code can be frustrating and time-consuming to work with, so I used AI to create a solution to mitigate the hassle. While other solutions may already exist (and some may be more efficient), I found the process of creating this tool expanded my understanding; it really helped me grow as an engineer.
So, I’m using this blog post to share my process with you! Let’s dive into how AI can assist in improving application design (specifically legacy code) through automation.
