How I Built a Developer Digital Twin with Agentic AI (And What It Got Right & Wrong)

John Hoestje AI, Articles, Java, Machine Learning, React Leave a Comment

This post walks through a hands-on experiment in agentic development using an AI-powered digital twin embedded in the IDE. See how a single, well-structured prompt enabled the agent to implement a real user story, generate behavioral tests, and prepare Git commit documentation—with minimal developer input. Includes real-world code samples, implementation insights, and a candid look at what worked, what didn’t, and where human oversight is still essential.

Header image that says Private AI Deployment for Organizations, with real world deployment takeaways of OpenAI on Azure and DeepSeek on AWS

DeepSeek v. OpenAI: Private AI Deployment Takeaways For Enterprise

Nathan Hawkins AI, Articles, AWS, Azure, Chat GPT, Cloud, Machine Learning Leave a Comment

As access to AI models has become more widely available and more and more people are using these tools on a regular basis, many organizations are interested in providing AI tools to their employees and customers. A key problem with the publicly available APIs is that they have varying levels of security and privacy that don’t always meet the needs …

How to Integrate AI & ML Into Enterprise Applications

Zach Gardner AI, Keyhole, Machine Learning, Videos Leave a Comment

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 …

GenAI in the Enterprise: Erik Hermansen, Director of Engineering at Bayer

Keyhole Software AI, Gen AI In The Enterprise, Machine Learning, Podcasts Leave a Comment

Erik Hermansen, a Director of Engineering at Bayer, joins us on the Generative AI in the Enterprise podcast today. Erik is a self-taught software engineer who is passionate about bleeding-edge techs, like Generative AI and LLMs. He has a lot of sympathy for folks who feel overwhelmed and overloaded by all the hype around GenAI. His advice is to slow …